Chapter 9
Hypothesis Testing

A hypothesis can be a simple sentence or statement about a property or any phenomenon observed or predicted for a population. It is usually a claim…

The actual hypothesis testing begins by considering two hypotheses. They are termed the null hypothesis and the alternative hypothesis. These…

P-value is one of the most crucial concepts in statistics.
P-value stands for the probability value. P-value is the probability that, if the…

There are three types of hypothesis tests: right-tailed, left-tailed, and two-tailed.
When the null and alternative hypotheses are stated, it is…

The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic…

The outcome of any hypothesis testing leads to rejecting or not rejecting the null hypothesis. This decision is taken based on the analysis of the…

A complete procedure for testing a claim about a population proportion is provided here.
There are two methods of testing a claim about a population…

A complete procedure of testing the hypothesis about a population mean is explained here.
Estimating a population mean requires the samples to be…

Novel Object Recognition and Object Location Behavioral Testing in Mice on a Budget
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Ethologically relevant behavioral testing is a critical component of any study that uses mouse models to study the cognitive effects of various…

Typically, self-reports are used in educational research to assess student response and performance to a classroom activity. Yet, addition of…

Meta-analysis of Voxel-Based Neuroimaging Studies using Seed-based d Mapping with Permutation of Subject Images (SDM-PSI)
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Most methods for conducting meta-analysis of voxel-based neuroimaging studies do not assess whether effects are not null, but whether there is a…