Learning Hub with Dr. FKY

Standardized Precipitation Evapotranspiration Index (SPEI): Calculation and Plotting in R & RStudio

SPEI: ||Theory|| ||Basic Concepts|| ||Calculation|| and ||Understanding||

High Resolution Climate Data: Sources

Mann Kendall Test: A Customized R's Code for Trend Analysis

Mann Kendall Test: Trend Analysis with Multiple Parameters and Stations (Data Sets) in R & RStudio

Interactive Plot for Time Series Data in R & RStudio

Mann Kendall Test: Trend Analysis in Python

Mann Kendall Test: Trend Analysis in R & RStudio

Mann Kendall Test for Trend Analysis

One Factor ANOVA: General Hypothesis Testing Procedures

ANOVA: Details about the Model

ANOVA: Assumptions

Why we need to do Analysis of Variance (ANOVA)?

Toward Data Science: Geospatial Health Data (A Review)

Towards Data Science: Bi Wavelet Coherence Analysis in R & RStudio

Evaluating Machine and Deep Learning Models: Taylor Diagram in R & RStudio with Plotrix Library

Evaluating Machine and Deep Learning Models: Taylor Diagram in R & RStudio with Openair Library

Taylor Diagram: Theory and Interpretation

Association between two Data Sets: Bi Wavelet Coherence Analysis

Hypothesis Testing: Selecting Statistical Test

Heatmap for Crime Data in Python

Bivariate Heatmap in Python

Heatmap in Python for a Single Variable

Heatmap, its Types and Applications

Hypothesis Testing: General Procedures in Detail

Hypothesis Testing in SPSS: ||Small Sample Size|| and ||Unknown Population Standard Deviation||

Construction of Rejection Regions in Hypothesis Testing

Hypothesis Testing about One Population Mean: General Procedures

Hypothesis in Statistics: Definition and Examples

K Means Machine Learning Algorithm in Python