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This volume helps readers understand the intuitive logic behind logistic regression through nontechnical language and simple examples. The Second Edition presents results from several statistical packages to help interpret the meaning of logistic regression coefficients, presents more detail on variations in logistic regression for multicategory outcomes, and describes some potential problems in interpreting logistic regression coefficients. A companion website includes the three data sets and Stata, SPSS, and R commands needed to reproduce all the tables and figures in the book. Finally, the Appendix reviews the meaning of logarithms, and helps readers understand the use of logarithms in logistic regression as well as in other types of models.

Logistic regression analysis. --- Quantitative methods in social research --- Mathematical statistics --- #SBIB:303H10 --- #SBIB:303H520 --- Methoden en technieken: algemene handboeken en reeksen --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- #SBIB:303H12 --- Methoden en technieken: sociale wetenschappen --- Logarithms.

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Mathematical statistics --- Sufficient statistics --- Distribution (Probability theory) --- Exponential functions --- 519.24 --- 519.221 --- Statistics, Sufficient --- Sampling (Statistics) --- Functions, Exponential --- Hyperbolic functions --- Exponents (Algebra) --- Logarithms --- Transcendental functions --- Distribution functions --- Frequency distribution --- Characteristic functions --- Probabilities --- Special statistical applications and models --- Foundations of statistical theory --- 519.221 Foundations of statistical theory --- 519.24 Special statistical applications and models

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519.2 --- Probits --- #WWIS:STAT --- Biomathematics --- Distribution (Probability theory) --- Probabilities --- Transformations (Mathematics) --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- Logits --- Logits. --- Probits. --- Logit transformation --- Logarithms --- Probability --- Statistical inference --- Combinations --- Mathematics --- Chance --- Least squares --- Mathematical statistics --- Risk --- Probabilities. --- #SBIB:303H10 --- #SBIB:303H520 --- Methoden en technieken: algemene handboeken en reeksen --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- PROBABILITES --- MODELES --- SCIENCES SOCIALES --- METHODES QUANTITATIVES

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Stochastic processes --- Estatistica aplicada as ciencias sociais --- Logits. --- Probits. --- Lineaire modellen. --- Modèles linéaires (statistique). --- Linear models (Statistics) --- Modèles linéaires (Statistique) --- Logits --- Probits --- #SBIB:303H10 --- #SBIB:303H521 --- #PBIB:2003.3 --- Biomathematics --- Distribution (Probability theory) --- Probabilities --- Transformations (Mathematics) --- Logit transformation --- Logarithms --- Models, Linear (Statistics) --- Mathematical models --- Mathematical statistics --- Statistics --- Methoden en technieken: algemene handboeken en reeksen --- Methoden sociale wetenschappen: waarschijnlijkheid --- Mathematics --- Physical Sciences & Mathematics --- Mathematical Statistics --- Linear models (Statistics). --- Modèles linéaires (statistique). --- Modèles linéaires (Statistique) --- Linear models