P-value in Research Methodology – Definition, Formula, Interpretation, Examples, and Applications

P-value in Research Methodology – Definition, Formula, Interpretation, Examples, and Applications

The P-value (probability value) is a number between 0 and 1 that shows how likely the observed results are if the null hypothesis (H₀) is true.

T-test in Research Methodology – Definition, Formula, Types, Examples, and Applications

T-test in Research Methodology – Definition, Formula, Types, Examples, and Applications

The T-test is a statistical test used to compare means and check whether the difference observed between two datasets is statistically significant or due to random variation.

Data in Research Methodology – Definition, Types, Classification, and Examples

Data and Its Types in Research Methodology – Definition, Classification, and Examples

Data in Research is the foundation of every study. Without data, no analysis, interpretation, or conclusion can be made. Whether in biology, medicine, social sciences, or business research, data provides the evidence that supports or rejects a hypothesis.

Z-test in Research Methodology – Definition, Formula, Types, Examples, and Applications

Z-test in Research Methodology – Definition, Formula, Types, Examples, and Applications

The Z-test is a parametric statistical test used to determine whether there is a significant difference between a sample and a population, or between two independent samples.

ANOVA in Research Methodology – Definition, Types, Table, Examples, and Applications

ANOVA in Research Methodology – Definition, Types, Table, Examples, and Applications

ANOVA (Analysis of Variance) is a statistical method used to compare the means of three or more groups and determine whether there are significant differences among them.

Chi-square Test in Research Methodology – Definition, Formula, Uses, and Examples

Chi-square Test in Research Methodology – Definition, Formula, Uses, and Examples

Learn the Chi-square test in research methodology with formula, types, conditions, examples, and FAQs. Easy guide for biology and health research.

Independent and Dependent Variables in Research Methodology – Definition, Examples, and Key Differences

Independent and Dependent Variables in Research Methodology – Definition, Examples, and Key Differences

Learn the difference between independent and dependent variables with definitions, examples, types, and FAQs. Easy guide for students and biology research.

Descriptive Studies in Research Methodology – Types, Applications, Advantages, and Limitations

Descriptive Studies in Research Methodology – Types, Applications, Advantages, and Limitations

Descriptive studies are types of research that focuses on describing the distribution of disease, health conditions, or other characteristics in a population.

Type I and Type II Errors in Research Methodology – Definition, Examples, and Differences

Type I and Type II Errors in Research Methodology – Definition, Examples, and Differences

Two of the most common mistakes in research are Type I error and Type II error. This article explains what Type I and Type II errors are, their causes, probabilities, differences, and real-life examples in simple, clear language.

Null Hypothesis and Alternative Hypothesis – Definition, Examples & Differences

Null Hypothesis and Alternative Hypothesis – Definition, Examples & Differences

Learn the difference between null hypothesis and alternative hypothesis with definitions, symbols, examples, importance, and applications in biology research.