Posts by Category

Statistics

Multiple linear regression (MLR)

8 minute read

Multiple regression analysis using statsmodels. Learn how to define regression model, assumptions, metrics evaluation, and interpretation

ANOVA using Python (with examples)

16 minute read

One and two-way ANOVA in Python. This article explains ANOVA model, tables, formula, calculation, multiple pairwise comparisons, and results interpretation

MANOVA using R (with examples and code)

10 minute read

A step-by-step article for performing MANOVA in R. This article describes the background of MANOVA, assumptions, hypotheses, and codes for performing MANOVA ...

Variable types

less than 1 minute read

Variable types Flowchart for types of variables used for collecting and analyzing the data

ANCOVA code in Python

1 minute read

This article explains how to perform the one-way ANCOVA in Python. You can refer to this article to know more about ANCOVA, when to use ANCOVA, assumptions, ...

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Bioinformatics

k-means clustering in Python [with example]

8 minute read

Learn how to perform k-means clustering in Python. This article discusses the k-means clustering algorithm, it’s implementation in Python, and visualization ...

Heatmap in Python

2 minute read

Heatmap and hierarchical clustering visualization in Python

Volcano plot in Python

3 minute read

Volcano plot using bioinfokit package. This article explains the visualization of volcano plots for gene expression data

Concatenate and split VCF files

1 minute read

What is VCF file? VCF stands for variant call format It is a text file (file extension as .vcf) storing meta-information, marker and genotype data of ge...

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Python

k-means clustering in Python [with example]

8 minute read

Learn how to perform k-means clustering in Python. This article discusses the k-means clustering algorithm, it’s implementation in Python, and visualization ...

Python tuples

2 minute read

Python tuples initialization and operations

ANOVA using Python (with examples)

16 minute read

One and two-way ANOVA in Python. This article explains ANOVA model, tables, formula, calculation, multiple pairwise comparisons, and results interpretation

ANCOVA code in Python

1 minute read

This article explains how to perform the one-way ANCOVA in Python. You can refer to this article to know more about ANCOVA, when to use ANCOVA, assumptions, ...

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R

MANOVA using R (with examples and code)

10 minute read

A step-by-step article for performing MANOVA in R. This article describes the background of MANOVA, assumptions, hypotheses, and codes for performing MANOVA ...

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Machine learning

Multiple linear regression (MLR)

8 minute read

Multiple regression analysis using statsmodels. Learn how to define regression model, assumptions, metrics evaluation, and interpretation

Variable types

less than 1 minute read

Variable types Flowchart for types of variables used for collecting and analyzing the data

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Pandas

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Linear model

Multiple linear regression (MLR)

8 minute read

Multiple regression analysis using statsmodels. Learn how to define regression model, assumptions, metrics evaluation, and interpretation

ANOVA using Python (with examples)

16 minute read

One and two-way ANOVA in Python. This article explains ANOVA model, tables, formula, calculation, multiple pairwise comparisons, and results interpretation

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Multivariate analysis

k-means clustering in Python [with example]

8 minute read

Learn how to perform k-means clustering in Python. This article discusses the k-means clustering algorithm, it’s implementation in Python, and visualization ...

MANOVA using R (with examples and code)

10 minute read

A step-by-step article for performing MANOVA in R. This article describes the background of MANOVA, assumptions, hypotheses, and codes for performing MANOVA ...

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High-throughput sequence analysis

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Python String

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Clustering

k-means clustering in Python [with example]

8 minute read

Learn how to perform k-means clustering in Python. This article discusses the k-means clustering algorithm, it’s implementation in Python, and visualization ...

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Genomic visualization

Volcano plot in Python

3 minute read

Volcano plot using bioinfokit package. This article explains the visualization of volcano plots for gene expression data

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Dimensionality reduction

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Biostatistics

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Calculator

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Artificial intelligence

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Deep learning

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Genotyping

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Variant Annotation

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Variant analysis

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Machine Learning

k-means clustering in Python [with example]

8 minute read

Learn how to perform k-means clustering in Python. This article discusses the k-means clustering algorithm, it’s implementation in Python, and visualization ...

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