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Many problems in the social sciences are amenable to analysis using the analytical tools of logit and probit models. This book explains what ordered and multinomial models are and also shows how to apply them to analysing issues in the social sciences.
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'Logit Modeling' represents a breakthrough for researchers because it offers ways for more efficient estimation of models with multiple categorical variables, particularly whenever the measurement assumptions for classical multiple regression fail to be met.
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After showing why ordinary regression analysis is not appropriate for investigating dichotomous or otherwise 'limited' dependent variables, this volume examines three techniques which are well suited for such data. It reviews the linear probability model and discusses alternative specifications of non-linear models.
Probabilities. --- Logits. --- Probits.
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What is the probability that something will occur, and how is that probability altered by a change in an independent variable? To answer these questions, Tim Futing Liao introduces a systematic way of interpreting commonly used probability models.
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Biomathematics --- Biomathématiques --- Logits. --- Logits --- Dynamique des populations --- Biomathematique --- Modelisation mathematique
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Biomathematics --- Biomathématiques --- Logits. --- Logits --- Processus de diffusion --- Equations aux differences
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Biomathematics --- Biomathématiques --- Logits. --- Logits --- Démographie --- Demography. --- Ecologie mathematique --- Dynamique des populations
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Geography --- Logits. --- Géographie --- Logits --- Mathematics. --- Mathématiques --- -Logits --- Logit transformation --- Biomathematics --- Logarithms --- Transformations (Mathematics) --- Cosmography --- Earth sciences --- World history --- Mathematics --- Géographie --- Mathématiques --- Methodology
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Mathematical statistics --- Biological assay --- Logits --- Biological assay. --- Logits. --- Biomathematics --- Biomathématiques --- Statistique mathématique --- Mathematical statistics. --- Biomathématiques --- Statistique mathématique --- Biostatistique
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Biomathematics. Biometry. Biostatistics --- Biomathematics. --- Life sciences --- Mathematical models. --- Mathematical models --- Biomathematics --- Biomathématiques --- Logits --- Logits. --- Biomathématiques --- Processus stochastiques
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