Document Type
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BL
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Record Number
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707054
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Doc. No
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b529243
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Main Entry
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Treiman, Donald J
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Title & Author
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Quantitative data analysis : : doing social research to test ideas /\ Donald J. Treiman
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Edition Statement
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First edition
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Publication Statement
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San Francisco :: Jossey-Bass,, [2009]
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, ©2009
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Series Statement
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Research methods for the social sciences
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Page. NO
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xxxii, 443 pages :: illustrations ;; 24 cm
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ISBN
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0470380039
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: 9780470380031
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Bibliographies/Indexes
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Includes bibliographical references (pages [419]-430) and index
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Contents
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Cross-tubulations -- More on tables -- Still more on tables -- On the manipulation of data by computer -- Introduction to correlation and regression (ordinary least squares) -- Introduction to multiple correlation and regressions (ordinary least squares) -- Multiple regression tricks: techniques for handling special analytic problems -- Multiple imputation of missing data -- Sample design and survey estimation -- Regression diagnostics -- Scale construction -- Log-linear analysis -- Bionomial logistic regression -- Multinomial and ordinal logistic regression and tobit regression -- Improving causal inference: fixed effects and random effects modeling -- Final thoughts and future directions: research design and interpretation issues
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Subject
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Social sciences-- Research-- Statistical methods
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Subject
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Social sciences-- Statistical methods-- Computer programs
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Subject
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Sociology-- Research-- Statistical methods
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Subject
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Sociology-- Statistical methods
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Subject
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Stata
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LC Classification
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HA29.T675 2009
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Parallel Title
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Doing social research to test ideas
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