Foundational and Applied Statistics for Biologists Using R
Foundational and Applied Statistics for Biologists Using R
Aho, Ken A.
Taylor & Francis Ltd
01/2023
618
Mole
Inglês
9781032477411
15 a 20 dias
1140
Descrição não disponível.
FOUNDATIONS: Philosophical and Historical Foundations. Introduction to Probability. Probability Density Functions. Parameters and Statistics. Interval Estimation: Sampling Distributions, Resampling Distributions, and Simulation Distributions. Hypothesis Testing. Sampling Design and Experimental Design. APPLICATIONS: Correlation. Regression. ANOVA. Tabular Analyses. Appendix. References. Index.
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OLS Regression;ANOVA Approach;biostatistics courses;Condence Intervals;fundamental topics in statistics;Fligner Killeen Test;applications involving correlation, regression, ANOVA, and tabular analyses;ANOVA Table;underlying statistics involved in the analysis of biological applications;ANOVA Design;valid inferences concerning biological phenomena;Factor Level Means;R package asbio;Normal Log Likelihood Function;Bayesian MCMC procedures;Cumulative Distribution Function;General Linear Models;Moment Generating Functions;Split Plot Designs;Tted Values;Randomized Block Design;Normal Quantile Plot;Null Distribution;Null Hypothesis Testing;Factor Level Combinations;Posterior Distribution;Randomly Assigned;Pivotal Quantity;Iii Design;Pooled Variance T-test;Helmert Contrasts;M2 Test
FOUNDATIONS: Philosophical and Historical Foundations. Introduction to Probability. Probability Density Functions. Parameters and Statistics. Interval Estimation: Sampling Distributions, Resampling Distributions, and Simulation Distributions. Hypothesis Testing. Sampling Design and Experimental Design. APPLICATIONS: Correlation. Regression. ANOVA. Tabular Analyses. Appendix. References. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
OLS Regression;ANOVA Approach;biostatistics courses;Condence Intervals;fundamental topics in statistics;Fligner Killeen Test;applications involving correlation, regression, ANOVA, and tabular analyses;ANOVA Table;underlying statistics involved in the analysis of biological applications;ANOVA Design;valid inferences concerning biological phenomena;Factor Level Means;R package asbio;Normal Log Likelihood Function;Bayesian MCMC procedures;Cumulative Distribution Function;General Linear Models;Moment Generating Functions;Split Plot Designs;Tted Values;Randomized Block Design;Normal Quantile Plot;Null Distribution;Null Hypothesis Testing;Factor Level Combinations;Posterior Distribution;Randomly Assigned;Pivotal Quantity;Iii Design;Pooled Variance T-test;Helmert Contrasts;M2 Test