Informative Hypotheses Theory And Practice For Behavioral And Social Scientists Chapman Hallcrc Statistics In The Social And Behavioral Sciences

Herbert Hoijtink

Informative Hypotheses Theory And Practice For Behavioral And Social Scientists Chapman  Hallcrc Statistics In The Social And Behavioral Sciences - 1
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Informative Hypotheses Theory And Practice For Behavioral And Social Scientists Chapman Hallcrc Statistics In The Social And Behavioral Sciences
When scientists formulate their theories, expectations, and hypotheses, they often use statements like: ``I expect mean A to be bigger than means B and C, ``I expect that the relation between Y and both X1 and X2 is positive, and ``I expect the relation between Y and X1 to be stronger than the relation between Y and X2. Stated otherwise, they formulate their expectations in terms...

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Informative Hypotheses Theory And Practice For Behavioral And Social Scientists Chapman Hallcrc Statistics In The Social And Behavioral Sciences

When scientists formulate their theories, expectations, and hypotheses, they often use statements like: ``I expect mean A to be bigger than means B and C, ``I expect that the relation between Y and both X1 and X2 is positive, and ``I expect the relation between Y and X1 to be stronger than the relation between Y and X2. Stated otherwise, they formulate their expectations in terms of inequality constraints among the parameters in which they are interested, that is, they formulate Informative Hypotheses.

There is currently a sound theoretical foundation for the evaluation of informative hypotheses using Bayes factors, p-values and the generalized order restricted information criterion. Furthermore, software that is often free is available to enable researchers to evaluate the informative hypotheses using their own data. The road is open to challenge the dominance of the null hypothesis for contemporary research in behavioral, social, and other sciences.


Nº de Páginas: 241
Encadernação: Capa Mole / Paperback
Tema: Economic statistics
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Número de páginas

241,0

Editora

Taylor & Francis

Data de lançamento

23/09/2019

Peso

460,0

Série/Edição Limitada

1

Idiomas

Inglês

EAN

9780367382223

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