University of St Andrews Cardiff Business School!!! # % # &! (!#! ) +!!!,#!,! %,!! # 6!! 7.! % %788! 7 9 8! 8! (:0; <= (

Size: px
Start display at page:

Download "University of St Andrews Cardiff Business School!!! # % # &! (!#! ) +!!!,#!,! %,!! # 6!! 7.! % %788! 7 9 8! 8! (:0; <= ("

Transcription

1 Reid, Gavin C. and Smith, Julia A. (2005) Venture capital investor behaviour in the backing of UK high technology firms : financial reporting and the level of investment. Discussion paper. Centre for Research into Industry, Enterprise, Finance and the Firm (CRIEFF), St Andrews, UK., This version is available at Strathprints is designed to allow users to access the research output of the University of Strathclyde. Unless otherwise explicitly stated on the manuscript, Copyright and Moral Rights for the papers on this site are retained by the individual authors and/or other copyright owners. Please check the manuscript for details of any other licences that may have been applied. You may not engage in further distribution of the material for any profitmaking activities or any commercial gain. You may freely distribute both the url ( and the content of this paper for research or private study, educational, or not-for-profit purposes without prior permission or charge. Any correspondence concerning this service should be sent to the Strathprints administrator: strathprints@strath.ac.uk The Strathprints institutional repository ( is a digital archive of University of Strathclyde research outputs. It has been developed to disseminate open access research outputs, expose data about those outputs, and enable the management and persistent access to Strathclyde's intellectual output.

2 ! University of St Andrews Cardiff Business School!!! # % # &! (!#! ) +!!!,#!,! %,!! &! # #!./0./ !! 7.! % %788! 7 9 8! 8! (:0; <= ( >+?> Α 03322;1230, Α 03322; ))> )ΒΧ!!)%788 = 9 8!! D!! # D.!!8037 >+Ε?! Α 0111/Φ;;Ε1. =, 22 Α 0111/Φ;;Ε Α 0111/Φ220< + +))! )#)!))

3 ! %&!! ( D1ΑΑ1,4=0<<Ε,440<</!! &!# 1ΑΑ3,## 0<</! %!!! D!!1ΑΑΕ!! (1ΑΑ3! # D!!1ΑΑΕ,DΓ! 1ΑΑ1,4 1ΑΑΑ!!!!! +!!D 0<</,Η1ΑΑ3! ( #,#! 0<<<!!! >! 7 0<</,!!#! %,! D Η0<<<,D!!1ΑΑΕ,8 1ΑΑΑ! & Η #! #! #! & %! 1

4 ! 1ΑΑΑ #! > 6 1ΑΑ0 #! Ι# ϑ Ι #!! # D &! # #!!%%!! 81ΑΑΕ, 1ΑΑΕ,( 1ΑΑΑ,## 0<</, Η # Η # 1ΑΑ3! 0<<< 7 Η# 1ΑΑ3 # >1ΑΑ3, # 1ΑΑΑ,Κ1ΑΑ1,Κ1ΑΑ0,4 1ΑΑ2 > #0<<Α!!! 4.9 Λ 4 1ΑΑΑ!!! # > 5!! #!>!# Κ 1ΑΑΕ # # & D! # & ># ( >!,!!,! ( 1ΑΑ3, 3

5 ! 7 1ΑΑ1,81ΑΑΕ, 1ΑΑΕ!! 8! >!#! +! 4 1ΑΑ3,,! #0<<Α!% # + &,!!,) D!!!+!!!!!!!!!! # #! >!! #!! & ( 4 # # >!!!! 6 6!# 6 1ΑΑ1 # 1ΑΑΑ, 4 1ΑΑ1,! 8 2

6 Μ021 #!! (! & 2.1 Sample! # +! #! DΝ DΝ,! ( # Ν Ν!! # > #!!002!!! 1ΦΟ &!! )% 8 0! %!!! >!!!!! 0ΠΕΠ Θ03! Θ 8 07 # #!! #!. # #!!Ρ # #!! ( +# )!! 5!! # Ε

7 !!! ϑ #!! )!! #! 8 18 >!! > 4D5 Θ02 Θ! ΑΠ,0ΠΕΠ %! > > #! ( ϑ!!! 4D5 4D%!! & # #! # Κ! ( # ϑ >! & > #! 5!! 4D5, # #! (! Η!!!! 0 # # Κ # >! ;

8 ! #! ΡΡ! & #! &! # % ##!>! #! Η #! viz.>! ( ϑ# >!!!!! ) (! # #&! 8! Θ00Θ %!!!!!! #! >!!!!#!! ( & %! # Ε1;Ο #! # # ( #!# Γ# ( &! 1Φ2Ο!! 7! Φ

9 2.2 Questionnaire!! # #! Ν # >!! > & D! & + #!,!!#,! 4& &!! etc! = %!>!>! & #! ## > #! ( > ),% # 0 #! 8!! #! Σ/ΕΦ Σ22Ε< 5! Σ1;<0Ο! #!# ;2Ο # #! #Γ Η #!!! 0/Ο! /

10 Η! 5! # (!DDD (8# ΦΕΟ # 1ΕΟ!!#!! = = 1ΑΑΕ # # #!! # & #!! & #! # # ), # 1! & + #!Ρ!,#! # 1ΑΑΑ,Κ1ΑΑ1,4 1ΑΑ2, # 0<<Α,! Η 1ΑΑ2, 4 0<<Ε 8 0<<Ε, :0<<0, 0<<< 8 & &! attitudes!! utility!! preference!!# %!! &! #! # D <

11 ! # &! & % # #! & # #! # Κ # #!! ( %#! 2 # #!! 3.1 Financial Reporting 8!!! Θ10! Ρ ϑ 2ϑ! FinAcUse#!!!! # # #! # 8 2! #!!!! 02# ϑ! )!# ϑ!! 1ΑΑ3,Η1ΑΑ3!! 0Α

12 ! Κ!!!! &! #! # # &! %! #!!!!!! #> > =!!!! #!! 7 # # 3.2 Risk Reporting and Disclosure 8 Ε & # Θ10Α! # #! 8 Ε &!!!! &!.! #!! 3Α! #ϑ!!!!! Risk1 Π1<Ε ϑ & #!! Risk3 Π 300!!!! Κ! #!!Risk2Π100 #!!! Risk5 Π 1ΑΑ! 00

13 Risk6Π1ΑΑ Τ%! % # Υ 8 ϑ # Risk4Π2ΑΕ 5! #!!! #! # # #! &!! # # # &! 2# + # # ς ). 3.3 Benefit from Required Publishing of Financial Accounts!8 Ε &!! do #!! & #ςη 8 ; & Θ1<!! ReqFinR ReqPeopR) ReqTechR ReqMktR!# ReqIntR!! > 4 ( 0<<3 &!!! 8 Ε#! 3 # Ρ 8 ; 01

14 !! # #!!! #! # # & )/! viz.! #!!! D Η 0<<< #! 6 #!! # # #!!!7!! # # &! #!!!8 ; # &! viz!! #! #! # & 7 8 ; Τ% Ι # Η D! ) #! #!! Υ &!!!! & +Τ% # 03

15 ! # Ι # > ς%!υ&!! >! % #! #! +Τ% #! Υ +&,0 8 8 Φ!& Θ11 # Κ1ΑΑ1, 4 1ΑΑ3,4 1ΑΑ2,!# 1ΑΑΑ # #!! +!!! # &!! 8 ΦΚ 1ΑΑΕ! &! Ρ!!! & #!8 Φ# #! Ρ )1 02

16 !! %! &! # #!!! Γ!!!# % &! &!8 Φ#! 8 Ε!! 8 ;! # #!8 Φ! public! # #!!! ## >! # #!! 1 & 2 0!! 13! % 8 # +!!!!!,! #! 9!,! #! 4 0<<Φ,Η## 0<<; etc 0<<Φ, 0<<< 0Ε

17 !!!D!!Γ ϑ! ϑ!! #!! # #! D!!1ΑΑΕ 8 1ΑΑΑ Η1ΑΑ3! 4.1 Statistical Analysis Η!! # # #!!! #Γ # 57! 6!!!!!!! #!!! Usefulness of Financial Accounts # 3 6!!! Ρ Μ a priori > #!!!FinAcUse) #! # 0;

18 !! Staged, ROSF ROCE ),+ Staged!! Π0 ΠΑ Staged!!! 8!Staged!!#!!>!!!!!ROSF!,ROCE DROSFROCE!!! Η! # 3 +!! #!! ΕΟ ROCE ROSF Staged%# #!#!! #!! #! #! ##! Technopoles: Investment Stage and Risk Disclosure! # 2 # Technopole Θ01 Π0 ΠΑ! #0/Ο!!! 5 0Φ

19 !! &!# 2 8! Indus07!! # 6#Ν ΠΑΑΑ/ %!! # # Stage11 ΡΡ! Stage13! 6#Ν ΠΑΑ3ΑΑΑ3Α!!! ), 8# 2! &! viz. &! TechFin PeopFin MarkFin!FinQual 9! HnSFin!!!!!! 6# Ν Π ΑΑΑ2 6# Ν Π ΑΑΑΑ 6# Ν Π ΑΑ22 9! 6# Ν ΠΑΑΑ2 quantitative!!! qualitative FinQual!! was! 6#Ν ΠΑΑ0/! &! #!! # &!!!&! 0/

20 4.1.3 Influence over Internal Management! # # Ε!! #!!InflInfo # &!! Θ30!! #!! ΠΑ ΠΕ ),. %#!#! Indus12,6#Ν ΠΑΑ3Φ Indus19,6#Ν ΠΑΑΑ0 # 5!!!! 8 4D5 Stage9, 6# Ν Π ΑΑΑΕ 4D% Stage10, 6# Ν Π ΑΑ1Ε =D5 Stage12, 6# Ν Π ΑΑ2/ # Stage14, 6# Ν ΠΑΑ13!!! #! 5! Π ΑΕ<Α,6#Ν ΠΑΑ03!#!! & ## MarkSens # Ε 8 Π Α;Ε;! 6# Ν Π ΑΑΑ1 #! Risk4 0<

21 !!! 31Risk Reporting and Disclosure &!8 ΕRisk Reporting in Financial Accounts & Τ Υ!! # Π >ΑΕ0;! 6# Ν Π ΑΑ12 #!! Risk6 %! Risk4 # % # #! 8 Ε # #& Τ%! % Υ!!>!! #!! &!! 8 # Ε! #!! %!!!!! #! %!! InflMgt1,6#Ν ΠΑΑΑ2 > InflDec, 6# Ν Π ΑΑΑ;!!! InflStaff, 6# Ν Π ΑΑ31! InflMgt2, 6# Ν Π ΑΑΑ2 InflProd,6#Ν ΠΑΑ23!!!!4D54D%!! # 1Α

22 4.2 Econometric Analysis!20# # # #!!!! % #!!!! #!!, #!! # Κ #!! # 5 # # &!! +!,! 5 ϑ Γ =! 1ΑΑ0! #! Γ # D = 0<<< # Κ 0<<Φ!& Η!!8 Ε! Θ10Α %8 Ε! #! Η # # Risk1Risk6 per se!! 10

23 # #!!> ># # Average Min Θ0Ε # Risk1 Risk # ;!! AverageMinimum! 7! + Level of investment funds allocated = f(investor attitude to risk) + ε 3%4 ε! &0 # & >! # ; ),/ Η #!#!!!!! 7!8!2Α</6#Ν ΠΑΑ0/ 2/3Α6# Ν ΠΑΑ0Α! Π;> Π01!! # ;!! > 6# Ν Μ Ρ!!!! Ρ!! 7! 4!!! # Risk6% #!Risk5#! #! ## not! # Μ 11

24 !!8 Ε viz.!! Risk5!! Risk6 5! #!Risk2ϑ! # Risk4ϑ & ## 6 #! 4 1! Risk4! #! (!!! # #!! 8 # Risk 1ϑ!!! & Risk3 ϑ! # ## #! # Risk3!! %! #! #! # # # Risk1# #! Risk3# # #! >!! #! # 13

25 5!!!! #! # #! #.&!! (!&! ( >!!!! Η!+ %!! 8!!!!# % not Γ!!! ># # # 12

26 Η!!! # Η!!!! # ( #!!#! DD Κ >Η 4 1ΑΑΕ #!! 0! Venture Capital Report 1! #!> # >!! 1Ε

27 D Μ = 0<</ ϑκ! Ρ # Management AccountingΝ/ΑΜ212>3Α D Η Η 0<<< ϑ% + ( The Journal of Real Estate ResearchΝ0/Μ11<0>301 D = 0<<< ϑ & # The Review of Financial StudiesΝ01Μ32;0>Φ< DΗ4!!1ΑΑΕ ϑ% The Journal of BusinessΝΦ/Μ12ΑΕ>22Α DΓ! 7 =4Κ : 4Μ D 7 Κ 1ΑΑ1 ϑ%# + Ρ Brookings Papers on Economic ActivityΝ003Φ></ D=1ΑΑ1 ϑ Ν! European Venture Capital Journal40Ε # (1ΑΑ3 Smarter Ventures: a survivor s guide to venture capital through the new cycle=+86 Κ >Κ W > ( Κ 4% 1ΑΑ3 ϑd>! # +! >! Review of Quantitative Finance and AccountingΝ10Μ23Α3> (. 0<</ ϑ > + Issues in Accounting Education Ν03 Μ3Ε<Ε>;01 7Η#1ΑΑ3 ϑ5!!! # # Journal of Evolutionary Economics Ν 03 ΜΕ;ΑΦ> Κ 1ΑΑ1 ϑ!!! Journal of Accounting ResearchΝ2ΑΜ12/Ε>Ε0/ 8 50<<Ε ϑ Journal of Management StudiesΝ31ΕΕ0>ΕΦ2 8 (= 4 1ΑΑΑ ϑ% Financial Analysts JournalΝΕ;Μ10;>13 81ΑΑΕ ϑ.!!! #4D5+! Journal of Business Finance & AccountingΝ31Μ3>2 ;/3><Α >41ΑΑ3 ϑ8!!!# Accounting, Auditing & Accountability JournalΝ0;Μ0ΕΦ>;< #.6 1ΑΑΑ ϑ%# Review of Quantitative Finance and AccountingΝ0ΕΜ23ΑΦ>313 ΚDΚ!! 4Γ # 1ΑΑΕ ϑ4 The Rand Journal of EconomicsΝ3;Μ00;>3/ 1

28 Κ 4 1ΑΑ1 ϑ%# + The Accounting ReviewΝΦΦΜ3;<;>Φ Κ.(60<<Φ ϑ!& + Expert SystemsΝ02Μ012>3; Κ 1ΑΑ0 ϑ8 # Accounting, Auditing & Accountability JournalΝ02Μ22<Φ>Ε1< D5(1ΑΑΑ ϑ.!!!%65!ς Journal of Business Finance & Accounting Ν 1ΦΜ<>0Α003<>00/3 D4Η1ΑΑΕ ϑ6!! #4D5+! Journal of Business Finance & AccountingΝ31 Μ3>2;23>/1 (( 1ΑΑ3 ϑ6 & + Γ Journal of Accounting and Public PolicyΝ11Μ;Ε0Φ>3/ ( 1ΑΑΑ ϑ.!!!%65!ς Journal of Business Finance & AccountingΝ1ΦΜ<> 0Α00ΦΦ>/3 = 77Η=0<<< ϑν Journal of Legal EconomicsΝ<Μ030>2/ 4 64( 0<<3 ϑ!# # & The American Economic ReviewΝ/3Μ11;Ε 4..1ΑΑ1 ϑ Small Business Economics Ν0<Μ Μ 0<<Ε ϑ6>!!# Accounting and Business Research Ν1ΕΜ<<0/;><; 4 4 1ΑΑ2 ϑρ! # Journal of AccountancyΝ0</Μ;Φ2>/ 6 4 1ΑΑ1 ϑ%# Journal of Evolutionary EconomicsΝ01Μ0>10ΑΦ>32 6 1ΑΑ0 ϑ # # Information World Review 5! 2<>ΕΑ Μ 0<<; ϑ &! (! Η # 6 Innovation and the Intellectual Property System=+( =% 13>2Ε ## 4(0<</ ϑν &+ Journal of Business Finance & AccountingΝ1ΕΜΕ>;Ε10>ΦΑ =Ν0<<< ϑ!!# Behavioural Research in AccountingΝ000;0><0 7:0<<0 ϑ # Journal of Business VenturingΝ;00Ε>33 3

29 Μ#0<<Α ϑ #! Accounting HorizonsΝ2Μ2Φ/>/Φ 7 0<<< ϑ! Γ The International Journal of Project Management Ν0Φ Μ3 0;0>< Η # 4Η #1ΑΑ3 ϑ.! ς 7! #!! Journal of Accounting ResearchΝ20Μ2;/0>Φ1Α Η Θ 1ΑΑ3 ϑ% American Business ReviewΝ10Μ00Φ>1Α Η4= 64Κ Ρ6. #Ξ Κ 1ΑΑ2 ϑν!+ 7 Journal of International Entrepreneurship Ν1Μ23ΑΕ Η4(## 0<<; ϑν & &!! Accounting and Business ResearchΝ1;Μ10Ε3>ΦΦ 2

30 , 2 %& Η! ς6! #!0Ε 0Ε 7 8 3%.9:% 4 = Μ % 7 %.! ς : Μ %!!+ 6!#!!!!0Ε 0Ε 3% 4 D 4 ) 7 # 8 % %9 4! 4 %!! % 7 = 5

31 Ε 6!#!!!0Ε 0 2 (3%.4 > 5 7 D!!# # ) & ) 4 #>4D5 4 #>4D% %#>%D5 = #>=D 4 ΡΡ! 6# 6!& Η Ρ! ς 4 4 Σ Σ Σ.!! #! ς Ψ # # Ζ = # & 0 Κ>!! #! > ϑ# #!!# > 10!! >! ς ; 1

32 # # %!!!!ς,0 [Please tick one box for each case below] ; < :, 6 D = 8 Θ!!! > &!!! ς On a scale from 1 to 5, where 1 is insufficient and 5 is full and complete information, please tick the relevant box for each item. %!! [[[[[[[[8) % = 6 Η!# >! ς[tick one] Η! Η! 3

33 1Ε Κ!!! >! On a scale from 1 to 5, where 1 is insignificant and 5 is highly significant information, please tick the relevant box for each item. %![[[Κ! % +. 7!!! [please give examples] 1; 1Φ Κ &!! ς On a scale from 1 to 5, where 1 is not at all and 5 is very extensive, please tick the relevant box for each item. Μ[[[[[[[[[[Ν 7 % Κ 9! %! &! & & #ς [Please tick all that apply] # [[tick all that apply] = 3 = 3> = 4 9:,, Κ 9! 2

34 1/. > ς : Μ %!!! ς On a scale from 1 to 5, where 1 is not at all important and 5 is crucial, please tick the relevant box for each item. Μ[[[[[[[[[ % D! 4 8 %! Κ!! 5 [please specify] Ε

35 1< 10Α %! # < #! ς On a scale from 1 to 5, where 1 is not at all important and 5 is crucial, please tick the relevant box for each item. Μ[[[[[[[[[ % Ν!#! # > ς On a scale from 1 to 5, where 1 is completely disagree and 5 is completely agree, please tick the relevant box for each item.!!!!! 4!# & #! 5 # >!!!! [[ % +. ;

36 &( 0 8 Κ! # ς On a scale from 1 to 5, where 1 is little influence and 5 is complete control, please tick the relevant box for each item. =! [[[ % +. %! 4 8. >!!!! 6 4 5! #! ςψ #!!ϑ ϑ! # Ζ <!:8 8. Η 4 Θ ;> Κ &!!! ς : < %! 4 8. >!!!! 6 4 Φ

37 32 6 #! #! > Many thanks for your cooperation in completing this questionnaire. If you are interested in receiving summary results from our project, in due course, please tick the box. Dr Julia A Smith Cardiff Business School Tel: Professor Gavin C Reid University of St Andrews Tel: & + Dr Julia A Smith Cardiff Business School Aberconway Building Colum Drive Cardiff CF10 3EU Office use only:χχχχχχχχ /

38 %8,! Α0 D Α1 4 ) Α3 Α2 7 ΑΕ # Α; 8 ΑΦ % Α/ %9 Α< 4! 0Α %! 02! 0Ε % 0; 7 0Φ = 0/ 5 0< <

39 8,2! 8 2 Α0 Α1 > Α3 5 Α2 7 ΑΕ D! Α;!# # ΑΦ ) & Α/ ) Α< 4 #>4D5 0Α 4 #>4D% 00 %#>%D5 01 = #>=D 03 4 ΡΡ! 02 6# 0Ε 6!& 0Α

40 +8,( 5 00

41 0?! #%&% ()%)) +, () (% 01

42 . 0 &, % 0, (&,0% &, %.)0,.)/.)/.)/.)/.)/.)/, 2 Risk1 Risk2 Risk3 Risk4 Risk5 Risk6!!!!! 4!# & #! 5 # >!!!! 03

43 ,(!.0% / (&,0%.#,&0&, ReqFinR ReqPeopR ReqTechR ReqMktR ReqIntR,< %# 02

44 1< , Patent Copyrig Brand License Franch Quota CustList TradMark < 6 D = 8 Θ 0Ε

45 ,%2 2 4 Σ ΕΑΑΑ 0ΑΑΑΑΑΑΑ /Ε;/0/ 4 % Σ 0ΑΑΑΑΑ ΕΑΑΑΑΑΑΑ 22Ε<Α<0 Σ /ΑΑΑΑ 3ΑΑΑΑΑΑΑ 1Ε;ΕΦ02 6 0/Ο 6 ;2Ο 6! <0Ο 6 # 1ΕΟ 6 # ΦΕΟ 0;

46 , Α8 = 1. Background! 6! 4 Ρ! 6!!> 2. High Technology and Financial Accounting!! &! # &!!!!#!! 7! &! Θ &!! >! Μ! &!.! 3. Management Accounting and Performance 7!!! 7!!! &! &! % 6#! 0Φ

47 ,+ : 0 FinAcUse Staged ROSF ROCE 6 >Α22< ΑΕΑ< ΑΕΕ3 6#Ν ΑΑ20 ΑΑ22 ΑΑ1/ Μ 10 0; 0;! ΑΑΕ 1> 0/

48 , : Techpole Indus07 Stage11 Stage13 TechFin 6 ΑΕ2Φ Α2;3 Α2;3 Α2<2 6#Ν ΑΑΑ/ ΑΑ3Α ΑΑ3Α ΑΑ22 Μ Φ Techpole PeopFin MarkFin FinQual HnSFin 6 ΑΦ/< Α2<2 ΑΕ;; Α;Ε/ 6#Ν ΑΑΑΑ ΑΑ22 ΑΑ0/ ΑΑΑ2 Μ 0Φ 0Φ 0Φ 02! ΑΑ0 1>! ΑΑΕ 1> 0<

49 ,. :( 0 InflInfo Indus12 Indus19 Stage09 Stage10 6 >Α22Φ >Α;;Φ >ΑΕΦΦ >Α2Φ/ 1> ΑΑ3Φ ΑΑΑ0 ΑΑΑΕ ΑΑ1Ε Μ InflInfo Stage12 Stage14 MarkSens Risk4 6 >Α21; >Α2/0 ΑΕ<Α Α;Ε; 1> ΑΑ2/ ΑΑ13 ΑΑ03 ΑΑΑ1 Μ Φ 0< InflInfo Risk6 InflMgt1 InflDec InflStaff 6 >ΑΕ0; ΑΕ<3 ΑΕ;Φ Α2Ε/ 1> ΑΑ12 ΑΑΑ2 ΑΑΑ; ΑΑ31 Μ 0< InflInfo Inflmgt2 InflProd 6 ΑΕ<3 Α23; 1> ΑΑΑ2 ΑΑ23 Μ 11 11! ΑΑ0 1>! ΑΑΕ 1> 1Α

50 ,/5! ( % (, Average Investment Minimum Investment,? 38,& 4? 38,& 4 Risk1 0ΕΑ;0Α 3 0/ΦΕ ΑΑ/Ε Ε;3Φ0Α 1 10;3 ΑΑΕ0 Risk2 01Α00Α 3 0Ε</ Α03; 2Α1Α0Α 1 0;2; Α01; Risk3 1Ε;;0Α 3 1;3Ε ΑΑ11 <1;<0Α 1 1<31 ΑΑ03 Risk4 >1;ΕΦ0Α 3 >0;Ε1 Α012 ><;Ε;0Α 1 >0/2< ΑΑ/< Risk5 21/10Α 1 Α0Φ0 Α/;Φ ;03/0Α 1 ΑΦΕΕ Α2;Ε Risk6 33Φ10Α 1 Α01Ε Α<Α3 >23Φ30Α 1 >Α2<< Α;1Φ Constant 1<Ε10Α 3 >Α3<< Α;<Φ ><Α<10Α 1 >Α3Φ/ ΑΦ01 Adjusted R 2 ΑΕΑ/ ΑΕ;0 FΙStatistic 2Α</ 2/3Α Prob. Value ΑΑ0/ ΑΑ0Α, 2 Risk1!!!!! Risk2 4!# Risk3 & #! Risk4 5 # > Risk5!! Risk6!! 10

Tracing Lineage Beyond Relational Operators

Tracing Lineage Beyond Relational Operators Tracing Lineage Beyond Relational Operators Mingwu Zhang 1 Xiangyu Zhang 1 Xiang Zhang 2 Sunil Prabhakar 1 1 Computer Science 2 Bindley Bioscience Center Purdue University Introduction Lineage (Data Provenance)

More information

Quick Start with CASSY Lab. Bi-05-05

Quick Start with CASSY Lab. Bi-05-05 Quick Start with CASSY Lab Bi-05-05 About this manual This manual helps you getting started with the CASSY system. The manual does provide you the information you need to start quickly a simple CASSY experiment

More information

For personal use only

For personal use only ACN: 062 284 084 ASX Code: SYS!! #! % &!! ( )!!!!&%!&!! + % % &! &! %,!% &%!!% &% &!%!! &!!% && &,!%! %, &%! & &&!%!! &!% &!! ( &!% &!!!!!!%. / 0 10 1 % 2! & &!,,, & ( & ! 3! (4&!! (!!% & &! &5 )!!!!4

More information

3D-reconstruction and evaluation of MR images of children with juvenile idiopathic arthritis (JIA)

3D-reconstruction and evaluation of MR images of children with juvenile idiopathic arthritis (JIA) Zurich Open Repository and Archive University of Zurich Main Library Strickhofstrasse 39 CH-8057 Zurich www.zora.uzh.ch Year: 2012 3D-reconstruction and evaluation of MR images of children with juvenile

More information

BMC Evolutionary Biology 2008, 8:89

BMC Evolutionary Biology 2008, 8:89 BMC Evolutionary Biology This Provisional PDF corresponds to the article as it appeared upon acceptance. Fully formatted PDF and full text (HTML) versions will be made available soon. Selection against

More information

Tabella dei caratteri ASCII e UNICODE

Tabella dei caratteri ASCII e UNICODE Appendice 1: ausiliaria Tabella dei caratteri ASCII e UNICODE formato di stampa: A4 APP_1A_IT_R3.0.docx 1 di 9 Indice 1 TABELLE DEI CARATTERI... 3 Caratteri ASCII... 3 Lettere greche... -4 APP_1A_IT_R3.0.docx

More information

A hybrid slurry CFD model: Euler-Euler to Euler-Lagrange (in development)

A hybrid slurry CFD model: Euler-Euler to Euler-Lagrange (in development) MacKenzie, Alasdair (2017) A hybrid slurry CFD model : Euler-Euler to Euler-Lagrange (in development). In: 5th United Kingdom & Éire OpenFOAM User Meeting, 2017-01-16-2017-01-17, University College Dublin.,

More information

University Senate 6 May :30 PM Wang Lecture Hall 2

University Senate 6 May :30 PM Wang Lecture Hall 2 University Senate 6 May 2013 3:30 PM Wang Lecture Hall 2 I. Approval of the Agenda II. Approval of the Minutes from April III. Report from the President of the Senate IV. Report on D1 Athletics (J. Fiore)

More information

5 member consortium o University of Strathclyde o Wideblue o National Nuclear Laboratory o Sellafield Ltd o Inspectahire

5 member consortium o University of Strathclyde o Wideblue o National Nuclear Laboratory o Sellafield Ltd o Inspectahire Summan, Rahul and Mathur, Neha and Dobie, Gordon and West, Graeme and Marshall, Stephen and Mineo, Carmelo and MacLeod, Charles Norman and Pierce, Stephen and Kerr, William (2016) Mosaicing for automated

More information

Kristoffer H. Rose. Version /01/07

Kristoffer H. Rose. Version /01/07 Summary of qsymbols Kristoffer H. Rose Version 1.12 1997/01/07 Abstract qsymbols is a L A TEX [1] package defining systematic mnemonic abbreviations, starting with a single open quote for symbols, and

More information

r v i e w o f s o m e r e c e n t d e v e l o p m

r v i e w o f s o m e r e c e n t d e v e l o p m O A D O 4 7 8 O - O O A D OA 4 7 8 / D O O 3 A 4 7 8 / S P O 3 A A S P - * A S P - S - P - A S P - - - - L S UM 5 8 - - 4 3 8 -F 69 - V - F U 98F L 69V S U L S UM58 P L- SA L 43 ˆ UéL;S;UéL;SAL; - - -

More information

INCREASING electrical network interconnection is

INCREASING electrical network interconnection is Blair, Steven Macpherson and Booth, Campbell and Turner, Paul and Turnham, Victoria (2013) Analysis and quantification of the benefits of interconnected distribution system operation. In: 5th International

More information

COLORPOP! User Guide

COLORPOP! User Guide COLORPOP! User Guide Copyright 2018 Newell Rubbermaid Europe, LLC. All rights reserved. Rev. 6/18 No part of this document may be reproduced or transmitted in any form or by any means or translated into

More information

Palatino. Palatino. Linotype. Palatino. Linotype. Linotype. Palatino. Linotype. Palatino. Linotype. Palatino. Linotype

Palatino. Palatino. Linotype. Palatino. Linotype. Linotype. Palatino. Linotype. Palatino. Linotype. Palatino. Linotype Copyright 2013 Johanna Corsini Arts 79 Typography 1 Sources: http://en.wikipedia.org/wiki/ http://en.wikipedia.org/wiki/typography By Johanna Corsini P a a P o l t a a n L P i l t n a i o a o y l t n n

More information

Visual Pose Estimation and Identification for Satellite Rendezvous Operations

Visual Pose Estimation and Identification for Satellite Rendezvous Operations Post, Mark A. and Yan, Xiu T. (2015) Visual pose estimation and identification for satellite rendezvous operations. In: Sixth China- Scotland SIPRA workshop "Recent Advances in Signal and Image Processing",

More information

Myriad Pro Light. Lining proportional. Latin capitals. Alphabetic. Oldstyle tabular. Oldstyle proportional. Superscript ⁰ ¹ ² ³ ⁴ ⁵ ⁶ ⁷ ⁸ ⁹,.

Myriad Pro Light. Lining proportional. Latin capitals. Alphabetic. Oldstyle tabular. Oldstyle proportional. Superscript ⁰ ¹ ² ³ ⁴ ⁵ ⁶ ⁷ ⁸ ⁹,. Myriad Pro Light Latin capitals A B C D E F G H I J K L M N O P Q R S T U V W X Y Z & Æ Ł Ø Œ Þ Ð Á Â Ä À Å Ã Ç É Ê Ë È Í Î Ï Ì İ Ñ Ó Ô Ö Ò Õ Š Ú Û Ü Ù Ý Ÿ Ž Ă Ā Ą Ć Č Ď Đ Ě Ė Ē Ę Ğ Ģ Ī Į Ķ Ĺ Ľ Ļ Ń Ň Ņ

More information

Blair, Steven Macpherson (2015) Beckhoff and TwinCAT 3 System Development Guide. [Report], Strathprints

Blair, Steven Macpherson (2015) Beckhoff and TwinCAT 3 System Development Guide. [Report], Strathprints Blair, Steven Macpherson (2015) Beckhoff and TwinCAT 3 System Development Guide. [Report], This version is available at https://strathprints.strath.ac.uk/55254/ Strathprints is designed to allow users

More information

SharePoint Wiki Plus Getting Started

SharePoint Wiki Plus Getting Started SharePoint Wiki Plus Getting Started Installation & User Guide Copyright 2005-2008 KWizCom Corporation. All rights reserved. Company Headquarters KWizCom 148 Castle Rock Dr. Richmond Hill, Ontario L4C

More information

file:///export/home/apostolo/work/tex/mkindex/mkgrki...

file:///export/home/apostolo/work/tex/mkindex/mkgrki... The correct generation and typesetting of an index for a Greek document prepared with LaTeX is not a trivial task at all. First of all, the program makeindex cannot handle Greek letters, but even if the.idx

More information

Hur gör man för att skriva klassisk grekiska?

Hur gör man för att skriva klassisk grekiska? Hur gör man för att skriva klassisk grekiska? I operativsystemet Win10 byter man språk med en enkel knapptryckning i aktivitetsfeltet: SWE > ΕΛ Man kan ladda ner ett lämpligt typsnitt, SBL Bib Lit, på

More information

Strathprints Institutional Repository

Strathprints Institutional Repository Strathprints Institutional Repository Nicholson, D. and McCulloch, E. (2006) HILT Phase III: Design requirements of an SRW-compliant terminologies mapping pilot. In: 5th European Networked Knowledge Organization

More information

2. Unlock the Customization Features: The Edit Button Click the "Edit" button on the Dashboard Home Page to unlock the customization features.

2. Unlock the Customization Features: The Edit Button Click the Edit button on the Dashboard Home Page to unlock the customization features. 1. Introduction: Customize Content for Your Students The Garland Science Learning System (GSLS) is completely customizable. You can edit, delete, or add content to create a unique learning experience for

More information

The package paresse. Le TEXnicien de surface February 16, 2013

The package paresse. Le TEXnicien de surface February 16, 2013 The package paresse Le TXnicien de surface le.texnicien.de.surface@wanadoo.fr February 16, 2013 Abstract This package implements an example from T. Lachand-Robert in [1]. It provides a means of typing

More information

News from the Wrapper

News from the Wrapper News from the Wrapper Gesellschaft für Schwerionenforschung mbh Darmstadt, Germany JACoW Team Meeting 2004 Knoxville, Tennessee November 7, 2004 What is still the same? What is still the same? What has

More information

Chowdhury, S. and Chowdhury, G. (2004) Using DDC to create a visual knowledge map as an aid to online information retrieval. In: 8th International ISKO Conference: Knowledge organization and the Global

More information

KbdKaz 500 layout tables

KbdKaz 500 layout tables a ao a ao a o o o o o a a oo A o a a o a a oa ao oo A o a a o oa ao A a o a oa oa ao o a a a a o a A a a A ˆ a a A ˇ ao a a A a a A o Ao a a A Ao a o a a A ao a o a a A α a A a a a A o o a a A A a a A

More information

Topic Training Engineering Report

Topic Training Engineering Report Topic Training Engineering Report Topic Training Engineering Report All information in this document is subject to modification without prior notice. No part of this manual may be reproduced, stored in

More information

Character Entity References in HTML 4 and XHTML 1.0

Character Entity References in HTML 4 and XHTML 1.0 1 of 12 2/2/2009 2:55 PM Character References in HTML 4 and XHTML 1.0 Here is a set of tables containing the 252 allowed entities in HTML 4 and XHTML 1.0, as described in section 24 of the official HTML

More information

Always there to help you. Register your product and get support at M110. Question? Contact Philips.

Always there to help you. Register your product and get support at  M110. Question? Contact Philips. Always there to help you Register your product and get support at www.philips.com/support Question? Contact Philips M110 User manual Contents 1 Important safety instructions 2 2 Your phone 3 What is in

More information

Documentation for the betababel.sty package

Documentation for the betababel.sty package Documentation for the betababel.sty package Felix G. Berkemeier 2005/07/10 Abstract The betababel package extends the polutonikogreek option of the babel package. It provides the possibility to directly

More information

COUNTRY PROFILE. Bulgaria

COUNTRY PROFILE. Bulgaria COUNTRY PROFILE Bulgaria Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

Are Wages in Southern Europe More Flexible? The Effects of Cohort Size on European Earnings

Are Wages in Southern Europe More Flexible? The Effects of Cohort Size on European Earnings DISCUSSION PAPER SERIES IZA DP No. 1299 Are Wages in Southern Europe More Flexible? The Effects of Cohort Size on European Earnings Giorgio Brunello Charlotte Lauer September 2004 Forschungsinstitut zur

More information

Building resilience by connecting the dots

Building resilience by connecting the dots Lowe, Christopher and Macdonald, Malcolm (2017) Building resilience by connecting the dots. In: 15th Reinventing Space Conference, 2017-10-24-2017-10-26, University of Strathclyde Technology & Innovation

More information

COUNTRY PROFILE. Estonia

COUNTRY PROFILE. Estonia COUNTRY PROFILE Estonia Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

! " # $ % & ' ( ) * +, -. / : ; < =

!  # $ % & ' ( ) * +, -. / : ; < = ! " # $ % & ' ( ) 32 33 34 35 36 37 38 39 40 41 * +, -. / 0 1 2 3 42 43 44 45 46 47 48 49 50 51 4 5 6 7 8 9 : ; < = 52 53 54 55 56 57 58 59 60 61 >? @ A B C D E F G 62 63 64 65 66 67 68 69 70 71 H I J

More information

The LibertinusT1 Math Package

The LibertinusT1 Math Package The LibertinusT1 Math Package Michael Sharpe September 20, 2018 This package is a LATEX math package to accompany the LATEX Libertine text package, serving as an alternative to newtxmath with the libertine

More information

Reference Framework for the FERMA Certification Programme

Reference Framework for the FERMA Certification Programme Brussels, 23/07/2015 Dear Sir/Madam, Subject: Invitation to Tender Reference Framework for the FERMA Certification Programme Background The Federation of European Risk Management Associations (FERMA) brings

More information

mdput for mathematical typesetting with Adobe Utopia Paul Pichaureau January 29, 2006

mdput for mathematical typesetting with Adobe Utopia Paul Pichaureau January 29, 2006 mdput for mathematical typesetting with Adobe Utopia Paul Pichaureau January 29, 2006 Contents 1 Introduction 1 1.1 Requirements.................................................... 1 1.2 The name of the

More information

Budapest: Nyugati tér 6 (+36) Q4 2018

Budapest: Nyugati tér 6 (+36) Q4 2018 Budapest: Nyugati tér 6 (+36) 30 977 9209 Q4 2018 Our Focus We assist and advise visionary enterprises to harness Blockchain technology Optimizing operations by embedding Blockchain Dedicated consultancy

More information

SharePoint Wiki Plus User Guide

SharePoint Wiki Plus User Guide SharePoint Wiki Plus User Guide Installation & User Guide Copyright 2005-2008 KWizCom Corporation. All rights reserved. Company Headquarters KWizCom 148 Castle Rock Dr. Richmond Hill, Ontario L4C 5K5,

More information

4th of July

4th of July IDNs in Greece Segredakis Vaggelis Administrator Registry of [.gr] Domain Names Institute of Computer Science Foundation for Research and Technology Hellas Email: segred@ics.forth.gr IDN Facts The registration

More information

COUNTRY PROFILE. Brazil

COUNTRY PROFILE. Brazil COUNTRY PROFILE Brazil Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

COUNTRY PROFILE. Croatia

COUNTRY PROFILE. Croatia COUNTRY PROFILE Croatia Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

COUNTRY PROFILE. Qatar

COUNTRY PROFILE. Qatar COUNTRY PROFILE Qatar Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

COUNTRY PROFILE. Italy

COUNTRY PROFILE. Italy COUNTRY PROFILE Italy Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

COUNTRY PROFILE. Ukraine

COUNTRY PROFILE. Ukraine COUNTRY PROFILE Ukraine Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

Nutthapat Kaewrattanapat. Lecture in Principle of Web Design

Nutthapat Kaewrattanapat. Lecture in Principle of Web Design ASCII CODE (ASCII CHARACTERS) ls should display in files using charsets ISO 8859-1 or UTF-8. [ " ] quotation mark [name: "] [number: "] [ & ] ampersand [name: &] [number: &] [ < ] less than [name:

More information

COUNTRY PROFILE. Colombia

COUNTRY PROFILE. Colombia COUNTRY PROFILE Colombia Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

Privacy Notice Alumni

Privacy Notice Alumni Privacy Notice Alumni Issued: 18/01 Page 1 of 8 Review: April 2018 Contents: 1 Scope... 3 2 Responsibilities... 3 3 Privacy notice... 3 3.1 Who are we?... 3 3.2 Consent... 4 3.3 Disclosure... 4 3.4 Retention

More information

COUNTRY PROFILE AUSTRALIA

COUNTRY PROFILE AUSTRALIA COUNTRY PROFILE Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS TRENDS

More information

COUNTRY PROFILE. Mexico

COUNTRY PROFILE. Mexico COUNTRY PROFILE Mexico Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

COUNTRY PROFILE. Philippines

COUNTRY PROFILE. Philippines COUNTRY PROFILE Philippines Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

COUNTRY PROFILE. Ireland

COUNTRY PROFILE. Ireland COUNTRY PROFILE Ireland Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 18 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

Strength Rating. Resource & Knowledge. Leadership Support. User Knowledge. Strength Rating

Strength Rating. Resource & Knowledge. Leadership Support. User Knowledge. Strength Rating Financial Capital.5.5 Infrastructure - Datecenter Project Plan Resource & Knowledge Strength Rating Leadership Support User Knowledge Strength Rating QID Question Response Disagree Neither Agree Strength

More information

Intel Capital Investing in Global Innovation. January 2014

Intel Capital Investing in Global Innovation. January 2014 Intel Capital Investing in Global Innovation January 2014 Strategic, Long Term Investor Intel s Global Investment and M&A Organization Our Mission Enhance Intel s strategic objectives by making and managing

More information

SharePoint Wiki Plus User Guide

SharePoint Wiki Plus User Guide SharePoint Wiki Plus User Guide Installation & User Guide Copyright 2005-2012 KWizCom Corporation. All rights reserved. Company Headquarters KWizCom 50 McIntosh Drive, Unit 109 Markham, Ontario ON L3R

More information

Legal Issues in Data Management: A Practical Approach

Legal Issues in Data Management: A Practical Approach Legal Issues in Data Management: A Practical Approach Professor Anne Fitzgerald Faculty of Law OAK Law Project Legal Framework for e-research Project Queensland University of Technology (QUT) am.fitzgerald@qut.edu.au

More information

COUNTRY PROFILE. Russia

COUNTRY PROFILE. Russia COUNTRY PROFILE Russia Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

Two or more CaseWare files representing the entities; making up the economic group; and

Two or more CaseWare files representing the entities; making up the economic group; and Version: 27 January 2017 It is possible to produce a two and four column consolidated report using the Financials template. Prior to creating your consolidation file, ensure you have completed: Two or

More information

COUNTRY PROFILE. Iceland

COUNTRY PROFILE. Iceland COUNTRY PROFILE Iceland Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

COUNTRY PROFILE. Malaysia

COUNTRY PROFILE. Malaysia COUNTRY PROFILE Malaysia Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

European Pilot Production Network EPPN Planning and Activities

European Pilot Production Network EPPN Planning and Activities European Pilot Production Network EPPN Planning and Activities Bojan Boskovic, Cambridge Nanomaterials Technology Ltd Hans Hartmann Pedersen, European Commission, DG RTD/D3 EPPN Activities - The scope

More information

MFA-AIMA STANDARD CERTIFICATION FIA TEMPLATE QUESTIONNAIRE DIRECT ELECTRONIC ACCESS ( DEA ) CLIENT REPRESENTATION

MFA-AIMA STANDARD CERTIFICATION FIA TEMPLATE QUESTIONNAIRE DIRECT ELECTRONIC ACCESS ( DEA ) CLIENT REPRESENTATION MFA-AIMA STANDARD CERTIFICATION FIA TEMPLATE QUESTIONNAIRE DIRECT ELECTRONIC ACCESS ( DEA ) CLIENT REPRESENTATION MFA 1 and AIMA 2 (the Associations ) appreciate that FIA has created a template questionnaire

More information

COUNTRY PROFILE. Taiwan

COUNTRY PROFILE. Taiwan COUNTRY PROFILE Taiwan Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

COUNTRY PROFILE. Korea Republic

COUNTRY PROFILE. Korea Republic COUNTRY PROFILE Korea Republic Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

Undergraduate and Graduate Courses in English BSc in Otaniemi/ MSc in Töölö/ others see weboodi

Undergraduate and Graduate Courses in English BSc in Otaniemi/ MSc in Töölö/ others see weboodi Accounting 22C28000 Accounting and Information Systems x 6 x x Accounting 22E00100 Financial Statement Analysis x 6 x x x x x 2 Accounting 22E00210 Financial Accounting Theories (book exam) x 6 x x Accounting

More information

URL: <http://www.itseurope.org/content/programme.html>

URL:  <http://www.itseurope.org/content/programme.html> Citation: Binsfeld, Nico, Whalley, Jason and Pugalis, Lee (2014) Luxembourg - a bastion of state ownership. In: International Telecommunications Society European Regional Conference 2014, 22nd - 25th June

More information

SharePoint Wiki Plus User Guide

SharePoint Wiki Plus User Guide SharePoint Wiki Plus User Guide Installation & User Guide Copyright 2005-2009 KWizCom Corporation. All rights reserved. Company Headquarters KWizCom 50 McIntosh Drive, Unit 109 Markham, Ontario ON L3R

More information

Undergraduate and graduate courses lectured in English Business BSc courses in Otaniemi, MSc courses in Töölö, others see weboodi

Undergraduate and graduate courses lectured in English Business BSc courses in Otaniemi, MSc courses in Töölö, others see weboodi Undergraduate and graduate s lectured in English Business BSc s in Otaniemi, MSc s in Töölö, others see weboodi NAME Accounting 22C28000 Accounting and Information Systems x 6 x x Accounting 22E00100 Financial

More information

FREE. 3-in-1 Printer... Labeling, Bar Code, and Heat Shrink Tube Identification

FREE. 3-in-1 Printer... Labeling, Bar Code, and Heat Shrink Tube Identification 3-in-1 Printer... Labeling, Bar Code, and Heat Shrink Tube Identificati 3 Year FREE Printer Warranty Industrial printer works like a Bee solving your labeling needs in the factory, warehouse, laboratory,

More information

B.A. IN ECONOMICS AND FINANCE

B.A. IN ECONOMICS AND FINANCE B.A. in Economics and Finance 1 B.A. IN ECONOMICS AND FINANCE Code Title Credits Major in Economics and Finance (B.A.) Core Courses 1,3 BUS 106 Introduction to Business 1 Applications 2 BUS 210 Financial

More information

Minimising the Impact of Disturbances in Future Highly-Distributed Power Systems

Minimising the Impact of Disturbances in Future Highly-Distributed Power Systems Blair, S.M. and Burt, G.M. and Lof, A. and Hänninen, S. and Kedra, B. and Kosmecki, M. and Merino, J. and Belloni, F.R. and Pala, D. and Valov, M. and Lüers, B. and Temiz, A. (2017) Minimising the impact

More information

ALLEGRIA USER MANUAL. François Schiettekatte, Martin Chicoine Université de Montréal May 13, 2004

ALLEGRIA USER MANUAL. François Schiettekatte, Martin Chicoine Université de Montréal May 13, 2004 ALLEGRIA USER MANUAL François Schiettekatte, Martin Chicoine Université de Montréal May 13, 2004 1 Contents Introduction 3 I SpectrumExtractor 4 1 Data files format 4 2 Obtaining energy spectra with SpectrumExtractor

More information

Mike Reiter. University of North Carolina at Chapel Hill. Proliferation of mobile devices. Proliferation of security-relevant apps using these

Mike Reiter. University of North Carolina at Chapel Hill. Proliferation of mobile devices. Proliferation of security-relevant apps using these 1 Capture-Resilient Cryptographic Devices Mike Reiter University of North Carolina at Chapel Hill Relevant Trends 2 Proliferation of mobile devices Proliferation of networking Proliferation of security-relevant

More information

DataFlow and VIDaaS Workshop

DataFlow and VIDaaS Workshop Take Charge of Your Data DataFlow and VIDaaS Workshop Data Management at Oxford Professor Paul Jeffreys, Director of IT, University of Oxford SAID Business School, 2 March 2012 Digital Services In summer

More information

MSc Econometrics. VU Amsterdam School of Business and Economics. Academic year

MSc Econometrics. VU Amsterdam School of Business and Economics. Academic year MSc Econometrics VU Amsterdam School of Business and Economics Academic year 2018 2019 MSc Econometrics @ SBE VU Amsterdam prof. dr. Siem Jan Koopman (s.j.koopman@vu.nl) 2 of 27 MSc Econometrics @ SBE

More information

Ά η η 1 (30%): Sockets. socket () bind () listen () accept () connect () read () write () close ()

Ά η η 1 (30%): Sockets. socket () bind () listen () accept () connect () read () write () close () ΗΜΥ 316 - Ε α η ια ή Ά η η 5 Υ ο οίη η Π ω ο ό ο α η αι α α ο ή sockets Ά η η 1 (30%): Sockets π α α α α α π πα π α α ω sockets Unix/Linux. Γ α α α π π α π α Server α Client π π π α έ Α π, α α απ π ω.

More information

Lecturer: Nils Dähne M.A. Introducing German Mittelstand

Lecturer: Nils Dähne M.A. Introducing German Mittelstand Introducing German Mittelstand Lecturer: Introducing German Mittelstand Seite 1 DRESDEN Dresden, 2018 Table of content # Thema Page 1 What is Mittelstand?... 4 9 2 Macro economic figures... 10 13 3 Macro

More information

MATH3016: OPTIMIZATION

MATH3016: OPTIMIZATION MATH3016: OPTIMIZATION Lecturer: Dr Huifu Xu School of Mathematics University of Southampton Highfield SO17 1BJ Southampton Email: h.xu@soton.ac.uk 1 Introduction What is optimization? Optimization is

More information

Driving Regional Performance: Innovation

Driving Regional Performance: Innovation Innovation Index 2.0 A Tool for Practitioners and a Resource for Research on Innovation and Driving Regional Performance: Regional Economic Theory and Measurement in Innovation Timothy F. Slaper, Ph.D.

More information

Questionnaire for data source identification. Introduction

Questionnaire for data source identification. Introduction Introduction EFBWW Trade Union Guide on Asbestos Registries - a project to compile a guide on asbestos data sources in all 28 Member States including practical information on a) how to request / access

More information

This Questionnaire contains the Privacy Policy Statement; Part A: General Information of Respondents; and Part B: Consultation Questions.

This Questionnaire contains the Privacy Policy Statement; Part A: General Information of Respondents; and Part B: Consultation Questions. QUESTIONNAIRE ON CAPITAL RAISINGS BY LISTED ISSUERS We invite interested parties to respond to the Consultation Paper on Capital Raisings by Listed Issuers (Consultation Paper), which can be downloaded

More information

EDEXCEL GCSE BUSINESS (9-1) KNOWLEDGE BOOK. Student Name: Edexcel GCSE Business Knowledge Book Ed1.indd 1 14/11/ :36

EDEXCEL GCSE BUSINESS (9-1) KNOWLEDGE BOOK. Student Name: Edexcel GCSE Business Knowledge Book Ed1.indd 1 14/11/ :36 EDEXCEL GCSE BUSINESS (9-) KNOWLEDGE BOOK Student Name: Edexcel GCSE Business Knowledge Book Ed.indd 4//08 6:6 Contents THEME - investigating small business. ENTERPRISE AND ENTREPRENEURSHIP. SPOTTING A

More information

Chief Executive Officer

Chief Executive Officer Chief Executive Officer Role Overview Reporting to: Package: Location: Jeremy Coller and the Trustees of the Foundation Six-figures (depending on experience) 116 Park Street, London, W1K 6AF Main Purpose

More information

Proposition to participate in the International non-for-profit Industry Association: Energy Efficient Buildings

Proposition to participate in the International non-for-profit Industry Association: Energy Efficient Buildings Proposition to participate in the International non-for-profit Industry Association: Energy Efficient Buildings Working towards the launch of an EU Joint Technology Initiative on Energy Efficient Buildings

More information

Prof.Dr. Sotiraq Dhamo Doc. Julian Naqellari The University of Tirana Accounting Department

Prof.Dr. Sotiraq Dhamo Doc. Julian Naqellari The University of Tirana Accounting Department Prof.Dr. Sotiraq Dhamo Doc. Julian Naqellari The University of Tirana Accounting Department 1. Key stakeholders in A&A Education 2. Current Third Level Qualification: University of Tirana (as an example)

More information

ADVANCED AUDIT AND ASSURANCE

ADVANCED AUDIT AND ASSURANCE ADVANCED AUDIT AND ASSURANCE CPA PROGRAM SUBJECT OUTLINE The Advanced Audit and Assurance subject provides a body of knowledge for you to understand the nature and diversity of audit and assurance engagements.

More information

Ternary Butterfly Subdivision

Ternary Butterfly Subdivision Ternary Butterfly Subdivision Ruotian Ling a,b Xiaonan Luo b Zhongxian Chen b,c a Department of Computer Science, The University of Hong Kong b Computer Application Institute, Sun Yat-sen University c

More information

A New Availability Allocation Method

A New Availability Allocation Method ESREL 2015 Conference 7-10 September, ETH, Zurich Abraham Almaw Jigar Mary Ann Lundteigen Yiliu Liu 1/14 Research problem Proposed approach Assumptions Varying cost function Varying cost function (procedure)

More information

IMPLICATIONS AND OPPORTUNITIES OF THE REIT MODERNIZATION ACT

IMPLICATIONS AND OPPORTUNITIES OF THE REIT MODERNIZATION ACT IMPLICATIONS AND OPPORTUNITIES OF THE REIT MODERNIZATION ACT INTRODUCTION Congress created REITs in 1960 to allow people to invest in diversified, professionally managed real estate enterprises, but over

More information

Futureproofing in Asset Management

Futureproofing in Asset Management Futureproofing in Asset Management Institute for Manufacturing, Cambridge, April 2 nd 2014 Keith Waller Infrastructure UK 0 Content Infrastructure investment in the UK National Infrastructure Plan Improving

More information

Introducing the Administrative Data Research Network. Melanie Wright Administrative Data Service

Introducing the Administrative Data Research Network. Melanie Wright Administrative Data Service Introducing the Administrative Data Research Network Melanie Wright Administrative Data Service Our Structure Four Administrative Data Research Centres (ADRCs), one in each UK country England led by University

More information

Index Page. Page 2 of 5

Index Page. Page 2 of 5 REPORT Date 10/01/2017 Author Lucy Churchill Reviewers Steven Fawkes Project Name ICP EU Project Number 649836 Deliverable Number D7.1 Deliverable Title Report on Data Management Page 1 of 5 Index Page

More information

A transfer pricing case study 25, 26 & 27 July 2018 based on an example by BDO

A transfer pricing case study 25, 26 & 27 July 2018 based on an example by BDO A transfer pricing case study 25, 26 & 27 July 2018 based on an example by BDO presented by Prof. Dr. Daniel N. Erasmus Solomon Choge Renier van Rensburg lecturers Advanced Diploma in TP GETTING TO KNOW

More information

2016 Course Availabilities at RMIT Vietnam

2016 Course Availabilities at RMIT Vietnam 2016 Course Availabilities at RMIT Vietnam UNDERGRADUATE (UGRD) SGS = Saigon South Campus HN = Hanoi Campus = offered x = not offered Faculty Accountancy Business IT and Logistics ACCT2105 Accounting in

More information

Commercialisation of Geospatial Information. Dr. Viraj Perera Chief Executive Officer 24 August 2017

Commercialisation of Geospatial Information. Dr. Viraj Perera Chief Executive Officer 24 August 2017 Commercialisation of Geospatial Information Dr. Viraj Perera Chief Executive Officer 24 August 2017 What is PlaTCOM Ventures? The National Technology Commercialisation Platform of Malaysia We passionately

More information

GDPR: A QUICK OVERVIEW

GDPR: A QUICK OVERVIEW GDPR: A QUICK OVERVIEW 2018 Get ready now. 29 June 2017 Presenters Charles Barley Director, Risk Advisory Services Charles Barley, Jr. is responsible for the delivery of governance, risk and compliance

More information

CLIMATE-RESILIENT INFRASTRUCTURE

CLIMATE-RESILIENT INFRASTRUCTURE 6-7 September SCF Forum Rabat, Morocco CLIMATE-RESILIENT INFRASTRUCTURE Michael MULLAN Team leader Climate Change Adaptation & Development Environment Directorate Direction of investment flows will shape

More information

: 42 (3/4) ISSN

: 42 (3/4) ISSN Nicholson, Dannis M. and Dawson, Alan and Shiri, Ali (2006) HILT : a terminology mapping service with a DDC spine. Cataloging and Classification Quarterly, 42 (3/4). pp. 187-200. ISSN 0163-9374, http://dx.doi.org/10.1300/j104v42n03_08

More information

POMONA EUROPE ADVISORS LIMITED

POMONA EUROPE ADVISORS LIMITED POMONA EUROPE ADVISORS LIMITED Personal Information Notice Pomona Europe Advisors Limited (Pomona, we/us/our) wants you to be familiar with how we collect, use and disclose personal information. This Personal

More information