File racd5.1st July 1998 This file describes all data and programs for chapter 5 of A.C. Cameron and P.K. Trivedi (1998), REGRESSION ANALYSIS OF COUNT DATA, Econometric Society Monograph No.30, Cambridge University Press. --------- Complete lists of chapter 5 files --------- racd5.1st Description of chapter 5 data and programs racd5.asc Formatted (and also space delimited) ascii data set. racd5p1.lim Limdep program that does all chapter 5 analysis racd5p1.out Output from Limdep program racd5p1.lim racd5.dat Gauss data set with exactly same data as racd5.asc racd5.dht Gauss data set names racd5p2.gau Gauss program for Poisson PMLE on Table 5.3 p.148. racd5p2.out Output from Gauss program racd5p2.gau --------- Summary of chapter 5 data --------- File racd5.asc has 126 observations and 14 variables. Variables are: DOCNO,WEEKS,NUMBIDS,TAKEOVER,BIDPREM,INSTHOLD,SIZE, LEGLREST,REALREST,FINREST,REGULATN,WHTKNGHT,SIZESQ,CONSTANT Each observation takes one line (100 columns) and is formatted as: F8.0,F10.6,2F5.0,3F10.6,5F5.0,F12.6,F5.0 --------- Details on chapter 5 data, including variable definitions --------- The original data are from Sanjiv Jaggia and Satish Thosar (1993), "Multiple Bids as a Consequence of Target Management Resistance" Review of Quantitative Finance and Accounting, 447-457. The data in the ascii file racd5.asc and in gauss data set racd5.dat on 126 firms, 14 variables per firm: 1. DOCNO Doc No. 2. WEEKS Weeks 3. NUMBIDS Count (Dependent Variable) 4. TAKEOVER Delta (1 if taken over) 5. BIDPREM Bid Premium 6. INSTHOLD Institutional Holdings 7. SIZE Size measured in billions 8. LEGLREST Legal Restructuring 9. REALREST Real Restructuring 10. FINREST Financial Restructuring 11. REGULATN Regulation 12. WHTKNGHT White Knight In addition the data set racd5.dat includes 13. SIZESQ Size Squared 14. CONSTANT Unity The data are also used in A.C. Cameron and Per Johansson (1997), "Count Data Regression Models using Series Expansions: with Applications", Journal of Applied Econometrics, May, Vol. 12, pp.203-223. --------- Descriptive statistics for the data set racd5.asc --------- Descriptive Statistics Variable Mean Std. Dev. Skew. Kurt. Minimum Maximum Cases ÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄÄ DOCNO 82174.4127 2251.7834 -0.4 2.0 78001.0000 85059.0000 126 WEEKS 11.4490 7.7114 1.8 6.5 2.8570 41.4290 126 NUMBIDS 1.7381 1.4321 2.5 12.3 0.0000 10.0000 126 TAKEOVER 1.0000 0.0000 0.0 0.0 1.0000 1.0000 126 BIDPREM 1.3468 0.1893 0.8 4.6 0.9427 2.0664 126 INSTHOLD 0.2518 0.1856 0.6 2.8 0.0000 0.9040 126 SIZE 1.2190 3.0966 5.1 31.4 0.0177 22.1690 126 LEGLREST 0.4286 0.4968 0.3 1.1 0.0000 1.0000 126 REALREST 0.1825 0.3878 1.6 3.7 0.0000 1.0000 126 FINREST 0.1032 0.3054 2.6 7.7 0.0000 1.0000 126 REGULATN 0.2698 0.4456 1.0 2.1 0.0000 1.0000 126 WHTKNGHT 0.5952 0.4928 -0.4 1.1 0.0000 1.0000 126 SIZESQ 10.9990 59.9148 7.1 54.1 0.0003 491.4646 126 CONSTANT 1.0000 0.0000 0.0 0.0 1.0000 1.0000 126