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Treiman:

Quantitative Data Analysis: Doing Social Research to Test Ideas

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Table Of Contents

Chapter 1: CROSS-TABULATIONS.

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Chapter 2: MORE ON TABLES.

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Chapter 3: STILL MORE ON TABLES.

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Chapter 4: ON THE MANIPULATION OF DATA BY COMPUTER.

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Chapter 5: INTRODUCTION TO CORRELATION AND REGRESSION (ORDINARY LEAST SQUARES).

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Chapter 6: INTRODUCTION TO MULTIPLE CORRELATION AND REGRESSION (ORDINARY LEAST SQUARES).

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Chapter 7: MULTIPLE REGRESSION TRICKS: TECHNIQUES FOR HANDLING SPECIAL ANALYTIC PROBLEMS.

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Chapter 8: MULTIPLE IMPUTATION OF MISSING DATA.

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Chapter 9: SAMPLE DESIGN AND SURVEY ESTIMATION.

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Chapter 10: REGRESSION DIAGNOSTICS.

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Chapter 11: SCALE CONSTRUCTION.

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Chapter 12: LOG-LINEAR ANALYSIS.

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Chapter 13: BINOMIAL LOGISTIC REGRESSION.

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Chapter 14: MULTINOMIAL AND ORDINAL LOGISTIC REGRESSION AND TOBIT REGRESSION.

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Chapter 15: IMPROVING CAUSAL INFERENCE: FIXED EFFECTS AND RANDOM EFFECTS MODELING.

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Chapter 16: FINAL THOUGHTS AND FUTURE DIRECTIONS: RESEARCH DESIGN AND INTERPRETATION ISSUES.

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