Skip to content

Commit

Permalink
Updated
Browse files Browse the repository at this point in the history
  • Loading branch information
JEFFREY-CHIJIOKE-UCHE authored and JEFFREY-CHIJIOKE-UCHE committed Mar 25, 2022
1 parent 4fbf681 commit e9117d7
Show file tree
Hide file tree
Showing 17 changed files with 48 additions and 42 deletions.
4 changes: 2 additions & 2 deletions notebooks/CDF.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -6,8 +6,8 @@
"source": [
"# Cumulative Distribution Function \n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"In this notebook, I get the CDF from a given distribution.\n",
"\n",
Expand Down
6 changes: 3 additions & 3 deletions notebooks/Detect outliers.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -8,9 +8,9 @@
"# Detect Outliers\n",
"\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"```\n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"### Reference\n",
"http://scikit-learn.org/stable/modules/outlier_detection.html "
Expand Down
6 changes: 3 additions & 3 deletions notebooks/Difference between means.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,9 @@
"# Difference between means\n",
"\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"```\n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"Here I discussed how to make hypothesis tests for the difference between means.\n",
"\n",
Expand Down
6 changes: 3 additions & 3 deletions notebooks/Equivalence.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,9 @@
"# Testing equivalence of two samples \n",
" \n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"```\n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"Contents: \n",
"[1. Data](#data) \n",
Expand Down
6 changes: 5 additions & 1 deletion notebooks/Friedman chi square.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,11 @@
"metadata": {},
"source": [
"# Friedman $\\Large \\chi^2$\n",
"by Jeffrey Chijioke-Uche (IBM) (PhD Scholar - Information Technology - Harvard University & Walden University) \n",
"```bash\n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"### Friedman test for repeated measurements \n",
"\n",
"\n",
Expand Down
6 changes: 3 additions & 3 deletions notebooks/Goodness of fit.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -6,9 +6,9 @@
"source": [
"## Chi-square test\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"```\n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"## Contents: \n",
"1. [Theory](#theory) \n",
Expand Down
6 changes: 3 additions & 3 deletions notebooks/Kolmogorov-Smirnov test.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -6,9 +6,9 @@
"source": [
"## Kolmogorov-Smirnov test \n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"```\n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"## Contents: \n",
"1. [Theory](#theory) \n",
Expand Down
6 changes: 3 additions & 3 deletions notebooks/Normality test.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,9 @@
"# Normality test\n",
"\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"```\n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"## Contents \n",
"1. [Standarize data](#section1)\n",
Expand Down
5 changes: 3 additions & 2 deletions notebooks/Power estimation.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,10 @@
"# Estimating Power for two independent samples t-test\n",
"\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"In this notebook, I show how to estimate power using a standard power solver and bootstrapping. \n",
"\n",
"## Contents\n",
Expand Down
4 changes: 2 additions & 2 deletions notebooks/Repeated measures ANOVA.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -6,8 +6,8 @@
"source": [
"# Repeated measures ANOVA \n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"\n",
Expand Down
4 changes: 2 additions & 2 deletions notebooks/Sampling a random distribution.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,8 @@
"# Sampling a complex distribution function \n",
"\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"In this notebook, we show how to sample on any given random distribution using *rejection sampling* \n",
Expand Down
5 changes: 3 additions & 2 deletions notebooks/Wilcoxon rank-sum test.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -6,9 +6,10 @@
"source": [
"# Wilcoxon rank-sum test\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"In this notebook, I show a numerical example and give a brief explanation of the Wilcoxon rank-sum test. \n",
"\n",
"## Contents\n",
Expand Down
4 changes: 2 additions & 2 deletions notebooks/confidence_intervals.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,8 @@
"# Confidence Intervals \n",
"\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"## Table of Contents\n",
Expand Down
6 changes: 3 additions & 3 deletions notebooks/delta method.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,9 @@
"# Delta Method \n",
"\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"In this notebook, I simulate confidence intervals for a percent change between two samples. \n",
"\n",
Expand Down
6 changes: 3 additions & 3 deletions notebooks/low-ah-vs-normal-ah.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -7,9 +7,9 @@
"# Low-ah vs. Normal-Ah Distribution\n",
"\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"```"
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` "
]
},
{
Expand Down
4 changes: 2 additions & 2 deletions notebooks/mle_binomial.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -8,8 +8,8 @@
"source": [
"# Table of Contents\n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"1. [Bayes theorem](#bayes theorem) \n",
Expand Down
6 changes: 3 additions & 3 deletions notebooks/paired t-test.ipynb
View file
Original file line number Diff line number Diff line change
Expand Up @@ -6,9 +6,9 @@
"source": [
"# Paired t-test \n",
"```bash\n",
" by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
" IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"```\n",
"by Jeffrey Chijioke-Uche, MSIS, MSIT, CPDS (IBM Sr. Solution Architect, Hybrid Cloud & Multicloud)\n",
"IBM Information Technology PhD Scholar at Harvard University & Walden University \n",
"``` \n",
"\n",
"\n",
"## Contents: \n",
Expand Down

0 comments on commit e9117d7

Please sign in to comment.