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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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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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Mathematical statistics --- Biometry --- Probits --- Medical statistics --- Biometry. --- Medical statistics. --- Probits. --- Quantum statistics. --- Biochemistry. --- Biochemistry, general.
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Drug synergism. --- Drug synergism --- Probits. --- Drugs --- Drug Synergism. --- Data Interpretation, Statistical. --- Dose-Response Relationship, Drug. --- Chemotherapy, Combination. --- Regression Analysis. --- Probits --- Mathematics. --- Dose-response relationship
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Parameter estimation --- Probits --- Biomathematics --- Distribution (Probability theory) --- Probabilities --- Transformations (Mathematics) --- Estimation theory --- Stochastic systems --- Statistiques ordonnees
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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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Mathematical statistics --- Estimation theory --- Biomathematics --- Probits --- Théorie de l'estimation --- Biomathématiques --- 519.2 --- Distribution (Probability theory) --- Probabilities --- Transformations (Mathematics) --- Estimating techniques --- Least squares --- Stochastic processes --- Biology --- Mathematics --- Probability. Mathematical statistics --- Biomathematics. --- Estimation theory. --- Probits. --- Basic Sciences. Mathematics --- Applied Mathematics --- Applied Mathematics. --- 519.2 Probability. Mathematical statistics --- Théorie de l'estimation --- Biomathématiques --- STATISTICS --- Monograph --- Statistics. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Econometrics
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Mathematical statistics --- Social sciences --- Probabilities --- Logits --- Probits --- Statistical methods --- 519.2 --- #SBIB:303H10 --- #SBIB:303H520 --- #PBIB:2003.3 --- -Probabilities --- Biomathematics --- Distribution (Probability theory) --- Transformations (Mathematics) --- Logit transformation --- Logarithms --- Probability --- Statistical inference --- Combinations --- Mathematics --- Chance --- Least squares --- Risk --- Behavioral sciences --- Human sciences --- Sciences, Social --- Social science --- Social studies --- Civilization --- Probability. Mathematical statistics --- Methoden en technieken: algemene handboeken en reeksen --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Logits. --- Probabilities. --- Probits. --- Statistical methods. --- 519.2 Probability. Mathematical statistics --- Social sciences - Statistical methods
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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
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