9 bookweb

Books on categorical data analysis (log-linear, logit, etc.), count data analysis, and life history analysis: 

Books on categorical data analysis (log-linear, logit, etc.), count data analysis, and life history analysis

Slide2: 

Long, j. Scott (1997) Regression models for categorical and limited dependent variables. Sage Publications, Thousand Oaks, Ca. (Advanced Quantitative Techniques in the Social Science Series no. 7). Data + sample programs (GAUSS): http://www.indiana.edu/~jsl650 and http://www.sagepub.com/sagepage/authors.htm Agresti, A. (1996) An introduction to categorical data analysis. Wiley, New York. Data available from StatLib: http://lib.stat.cmu.edu/datasets/agresti Agresti, A. (1990) Categorical data analysis. Wiley, New York. Bishop, Y.M.M., S.E. Fienberg and P.W. Holland (1975) Discrete multivariate analysis: theory and practice. M.I.T. Press, Cambridge, Mass. General

Slide3: 

Haberman, S.J. (1979) Analysis of qualitative data. Vol 2. New developments. New York: Academic Press. Payne, C. (1977) The log-linear model for contingency tables. In: C.O. Muircheartaigh and C. Payne eds. The analysis of survey data. Vol 2: Model fitting, Wiley, New York, pp. 105-144. Aldrich, J.H. and F.D. Nelson (1984) Linear probability, logit, and probit models. Sage Publications, Beverly Hills. Sobel, M.A. (1995) The analysis of contingency tables. In: G. Arminger, C.C. Clogg and M.E. Sobel eds. Handbook of statistical modeling for the social and behavioral sciences. Plenum Press, New York, pp. 251-310. Knoke, D. and P.J. Burke (1980) Log-linear models. Sage University Paper np. 20, Sage Publications, Newbury Park. (introduction) General

Slide4: 

Hagenaars, J.A. (1990) Categorical longitudinal data. Log-linear, panel, trend, and cohort analysis. Sage Publications, Newbury Park. Liang, K.Y., S.L. Zeger and B. Qaqish (1992) Multivariate regression analysis for categorical data (with discussion). Journal of the Royal Statistical Society, Series B, 3-40. Clayton, D. and M. Hills (1993) Statistical models in epidemiology. Oxford University Press, Oxford. Selvin, S. (1991) Statistical analysis of epidemiological data. Oxford University Press, Oxford (Second edition 1996?) Le, C.T. (1998) Applied categorical data analysis. Wiley, New York (Wiley Series in Probability and Statistics) General

Geography: 

Geography Upton, G.J.G. and B. Fingleton (1985) Spatial data analysis by example. Vol I. Wiley, Chichester [log-linear models] Upton, G.J.G. and B. Fingleton (1989) Spatial data analysis by example. Vol II. Wiley, Chichester[log-linear models] Wrigley, N. (1985) Categorical data analysis for geographers and environmental scientists. Longman, London (Chapter 11 on ‘Integration’: GLMs) O’Brien, L. (1992) Introducing quantitative geography. Measurement, methods and generalized linear models. Routledge, London.

Slide6: 

McCullagh, P. and J.A. Nelder (1989) Generalized linear models. 2 nd Edition, Chapman and Hall, London Aitkin, M., D. Anderson, B. Francis and J. Hinde (1989) Statistical modelling in GLIM, Clarendon Press, Oxford. Generalized linear models

Slide7: 

Giele, J.Z. and G.H. Elder Jr. eds. (1998) Methods of life course research.Qualitative and quantitative approaches. Sage Publications, Thousand Oaks, Ca. Yamaguchi, K.(1991) Event history analysis. Sage Publications, Newbury Park, Ca. Vermunt, J.K. (1997) Log-linear models for event histories. Sage Publications, Thousand Oaks, Ca. (Advanced Quantitative Techniques in the Social Science Series no. 8). LEM: life history analysis with latent variables and missing data; LEM will be integrated in SPSS. For info: http://cwis.kub.nl/~fsw_1/mto/ Life histories; Event histories

Slide8: 

Blossfeld, H.P. and G. Rohwer (1995) Techniques of event history modeling. New approaches to causal analysis. Lawrence Erlbaum, Mawah, New Jersey. The book is about Transition Data Analysis (TDA), a computer programme written by dr. G. Rohwer. Information on updates is available from http://www.stat.ruhr‑uni‑bochum.de/ Petersen, T. (1995) Analysis of event histories. In: G. Arminger, C.C.Clogg and M.E. Sobel eds. Handbook of statistical modeling for the social and behavioral sciences. Plenum Press, New York, pp. 453-517. Hosmer, D.W.Jr. and S. Lemeshow (1999) Applied survival analysis. Regression modeling of time to event data. Wiley, New York (Wiley Series in Probability and Statistics). Life histories; Event histories

Slide9: 

Courgeau, D. and E. Lelièvre (1992) Event history analysis in demography. Clarendon Press, Oxford. Trussell, J., R. Hankinson and J. Tilton eds. (1992) Demographic applications of event history analysis. Clarendon Press, Oxford. Demography

Slide10: 

Fotheringham, A.S. and M.E. O’Kelly (1989) Spatial interaction models: formulations and applications. Kluwer Academic Publishers, Dordrecht. Sen, A. and T. Smith (1995) Gravity models of spatial interaction behavior. Springer Verlag, Berlin. Spatial data and spatial interaction

Slide11: 

Amemiya, T. (1985) Advanced econometrics. MIT Press, Cambridge, Mass. Cameron, A.C. and P.K. Trivedi (1998) Regression analysis of count data. Cambridge University Press, Cambridge. In series: Econometric Society Monographs. Data + programs: http://www.econ.ucdavis.edu/count.html Winkelmann, R. (1997, 1994) Count data models: econometric theory and application to labor mobility. Springer Verlag, Berlin. Lancaster, T. (1990) The econometric analysis of transition data. Cambridge University Press, New York Econometrics

Slide12: 

Little, R.J. and D.B. Rubin (1987) Statistical analysis with missing data. New York: Wiley. Little, R.J. and N. Schenker (1995) Missing data. In: G. Arminger, C.C. Clogg and M.E. Sobel eds. Handbook of statistical modeling for the social and behavioral sciences. New York: Plenum Press. Golan, A., G. Judge and D. Miller (1996) Maximum entropy econometrics. Robust estimation with limited data. Chichester: Wiley. McLachlan, G.J. and T. Krishnan (1997) The EM algorithm and extensions. New York: Wiley. Schafer, J.L.(1997) Analysis of incomplete multivariate data. Chapman and Hall, London. Incomplete data: general

Slide13: 

Vermunt, J.K. (1997) Log-linear models for event histories. Sage Publications, Thousand Oaks, Ca. (Advanced Quantitative Techniques in the Social Science Series no. 8). LEM: life history analysis with latent variables and missing data; LEM will be integrated in SPSS. For info: http://cwis.kub.nl/~fsw_1/mto/ Clogg, C.C. and A. von Eye eds. (1994) Latent variable analysis. Sage Publications, Thousand Oaks, Ca. Hagenaars, J.A. (1993) Loglinear models with latent variables. Sage University Paper no. 94, Sage Publications, Newbury Park, Ca. Incomplete data latent variables, mixture models

Slide14: 

Birch, M.W. (1963) Maximum likelihood in three-way contingency tables. Journal of the Royal Statistical Society, Series B, 25:220-233. Log-linear models. Kruithof, J. (1937) Calculation of telephone traffic. De Ingenieur, 52:E15-E25. English translation by UK Post Office Research Department (No. 2663), London: Dollis Hill. IPF Deming, W.E. and F.E. Stephan (1940) On a least squares adjustment of a sampled frequency table when the expected marginal totals are known. Annals of Mathematical Statistics, 11:427-444. IPF Dempster, A.P., M.M. Laird and D.B. Rubin (1977) Maximum likelihood from incomplete data via the EM algorithm (with discussion). Journal of the Royal Statistical Society B, 39:1-38. Classics

Slide15: 

Nelder, J.A. and R.W.M. Wedderburn (1972) Generalized linear models. Journal of the Royal Statistical Society, Series A, 135:370-384. Laird, N. and D. Olivier (1981) Covariance analysis of censored survival data using log-linear analysis techniques. Journal of the American Statistical Association, 76(374): 231-240. Log-rate model Holford, T.R. (1980) The analysis of rates and survivorship using log-linear models. Biometrics, 36:299-306. Log-rate model Classics

Statistics on the Web: 

Statistics on the Web

Chance News: 

Chance News Newsletter on risk and uncertainty http://www.darmouth.edu/~chance/chance_news/recent_news/

General: 

General Science on the Web: A guide to over 500 Web sites: book by E.J. Renehan (1996) http://www.springer-ny.com/compsci/renehan/0-387-94795-7.html Internat. Stat. Institute (ISI): http://www.cbs.nl/isi Statlib: http://lib.stat.cmu.edu/

General: 

General The Probability Web: http://www.maths.uq.oz.au/~pkp/probweb/intro.html Links to WWW Virtual Library, etc. Hyperstat online: http://www.ruf.rice.edu/~lane/hyperstat/contents.html Info on statistical packages: MIDAS http://midas.ac.uk/stats/ Packages: SPSS, BMDP, SAS, STATA, S-PLUS, GAUSS, MLn, NAG, TSP, LIMDEP, GLIM, etc. Includes data sets

Probability distributions: 

Probability distributions http://www.marketsys.com/pde.htm Introduction to distributions (def., etc.) http://www.astro.virginia.edu/~eww6n/math/ graph, formula, and math. characteristics (e.g. moments) for Bernoulli, Binomial, Geometric, Negative Binomial, etc.

Interactive statistical calculation:: 

Interactive statistical calculation: http://members.aol.com/johnp71/javastat.html Collection of programs: http://www.stat.wisc.edu/statistics/software.html

Textbooks: 

Textbooks Virtual Laboratories in Probability and Statistics http://www.math.uah.edu/~stat (univ. Alabama in Huntsville) Basic probability and statistics (e.g. definitions, problems, distributions) Relation exponential - Gamma - Poisson, and Poisson - Binomial (cf. The Poisson Process) Simulation of experiments! Data sets Tables Resources on the Web

Textbooks: 

Textbooks UCLA Statistics Textbook (Jan de Leeuw): http://www.stat.ucla.edu/textbook/ Includes Statistical Calculators for e.g. distributions (+ plots) Links to other electronic textbooks, electronic journals, software, data and code archives: http://www.stat.ruhr-uni-bochum.de/links.html (website maintained by G. Rohwer and U. Poetter) List of short courses: http://www.statistics.com/courses.html

Data: 

Data United Nations: http://www.unece.org/stats/data.htm UNECE: European Fertility Survey http://www.unece.org/deap/pau/ffs/f_h_3.htm Inter-University Consortium for Political and Social Research, Univ. Michigan: http://www.icpsr.umich.edu/ NIWI: http://www.niwi.knaw.nl/

Data: 

Data Census Bureau: http://www.ciesin.org/datasets/us-demog/stp-home.html e.g. migration files (STP28): county to county migration Berinstein, P. (1998) Finding statistics online. Information Today, Inc., Medford, N.J. (www.infotoday.com)

Spatial interaction models: 

Spatial interaction models http://www.nr.usu.edu/~sanduku/dissertation/outline/node22.html (published traffic and spatial interaction models)

Virtual Library forDemography and Population Studies: 

Virtual Library for Demography and Population Studies http://coombs.anu.edu.au/ResFacilities/DemographyPage.html Very extensive coverage (Australian National Univ.) Demographic institutions and data sets: http://www.nidi.nl/links/nidi6400.html