├── Programs ├── 1.py └── 2.py ├── LaTeX └── main.tex ├── PDF └── robots.txt ├── main.aux ├── Sample-images ├── read-me └── Title-page-1.png ├── basic-distributions ├── basic-distributions.pdf └── readme.md ├── main.pdf ├── main.synctex.gz ├── LICENSE ├── main.tex ├── README.md └── main.log /Programs/1.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /LaTeX/main.tex: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /PDF/robots.txt: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /main.aux: -------------------------------------------------------------------------------- 1 | \relax 2 | -------------------------------------------------------------------------------- /Sample-images/read-me: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /basic-distributions/basic-distributions.pdf: -------------------------------------------------------------------------------- 1 | ERROR: 554. Formatting error at line 4. 2 | -------------------------------------------------------------------------------- /main.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jishanshaikh4/statistical-methods-primer/HEAD/main.pdf -------------------------------------------------------------------------------- /main.synctex.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jishanshaikh4/statistical-methods-primer/HEAD/main.synctex.gz -------------------------------------------------------------------------------- /Sample-images/Title-page-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jishanshaikh4/statistical-methods-primer/HEAD/Sample-images/Title-page-1.png -------------------------------------------------------------------------------- /basic-distributions/readme.md: -------------------------------------------------------------------------------- 1 | Discrete distributions: 2 | - Binomial distribution 3 | - Poisson distribution 4 | 5 | Continuous distribution: 6 | - Normal distribution 7 | - Uniform (Rectangular) distribution 8 | - Exponential distribution 9 | -------------------------------------------------------------------------------- /Programs/2.py: -------------------------------------------------------------------------------- 1 | # Regression 2 | 3 | def regression-fitting(a, z): 4 | b = a; 5 | # Process the data a 6 | # Code for regression 7 | 8 | # Sample data for processing 9 | a = [1, 2, 3, 4, 5, 6, 7, 8, 9] 10 | z = [9, 8, 7, 6, 5, 4, 3, 2, 1] 11 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2018 Jishan Shaikh 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /main.tex: -------------------------------------------------------------------------------- 1 | % AUTHOR: Jishan Shaikh 2 | % DOCUMENT: Statistical-methods-primer (\LaTeX) 3 | % DOWNLOADED FROM: Github.com/jishanshaikh4/statistical-methods-primer 4 | 5 | \documentclass[a4paper,12pt]{book} 6 | \usepackage[utf8]{inputenc} 7 | \usepackage{graphicx} 8 | \usepackage[utf8]{inputenc} 9 | \usepackage[T1]{fontenc} 10 | \begin{document} 11 | \begin{titlepage} 12 | \raggedleft 13 | \rule{1pt}{\textheight} 14 | \hspace{0.05\textwidth} % Whitespace between the vertical line and title page text 15 | \parbox[b]{0.75\textwidth}{ % Paragraph box for holding the title page text, adjust the width to move the title page left or right on the page 16 | {\large{An Open Source copy}}\\[\baselineskip] 17 | {\Huge\bfseries Statistics: A Primer}\\[2\baselineskip] 18 | {\large\textit{Theory, programs, and exercises in python3}}\\[4\baselineskip] 19 | {\Large\textsc{Jishan Shaikh}} 20 | 21 | \vspace{0.5\textheight} % Whitespace between the title block and the publisher 22 | {\noindent\textbf{Version *0.1 (Not released yet!)}}\\[\baselineskip] 23 | {\noindent \textbf{Jishan Shaikh \copyright \ Licensed as MIT License.}}\\[\baselineskip] 24 | } 25 | \end{titlepage} 26 | \frontmatter 27 | \tableofcontents 28 | \mainmatter 29 | 30 | \backmatter 31 | 32 | \end{document} 33 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # :bar_chart: Statistical Methods Primer (Book) 2 | > A primer for statistical methods and A prerequisite to Machine Learning. 3 | 4 | **Current phase:** *beginning*. 5 | 6 | **% Completed:** *1%* 7 | 8 | ## Title page 9 | 10 | ![](https://github.com/Jishanshaikh4/statistical-methods-primer/blob/master/Sample-images/Title-page-1.png) 11 | 12 | ## Sections 13 | - [To do](https://github.com/Jishanshaikh4/statistical-methods-primer/blob/master/README.md#to-do) 14 | - [Contributions](https://github.com/Jishanshaikh4/statistical-methods-primer/blob/master/README.md#contributions) 15 | - [License](https://github.com/Jishanshaikh4/statistical-methods-primer/blob/master/README.md#license) 16 | 17 | ## To do 18 | - Short term goals 19 | - Create a main.tex file. (DONE) 20 | - Add content front matter, back matter, and main layout of document. (NOT DONE YET) 21 | - Add technical content for the subject. (NOT DONE YET) 22 | - Long term goals (Extend it) 23 | - Present it as a well-formatted, well-documented, well-explained document especially for beginners (NOT DONE YET) 24 | - Broadcast it to a larger scale. (NOT DONE YET) 25 | 26 | ## Contributions 27 | I'm willing to accept contributions from open source developers. What you have to do is simply fork this repository, made changes to it, and leave a pull request. Anybody can contribute to this repository following industry ethics. I'll be very happy to seek more and more contributions. 28 | 29 | ## License 30 | This project is licensed under MIT Licence. You can not use, re-modify, distribute it for commercial purposes. Read more about licence [here](https://en.wikipedia.org/wiki/MIT_License). 31 | 32 | Copyright 2018-Present. Jishan Shaikh. 33 | 34 | MIT License 35 | 36 | https://en.wikipedia.org/wiki/MIT_License 37 | 38 | ![](https://upload.wikimedia.org/wikipedia/commons/f/f8/License_icon-mit-88x31-2.svg) 39 | -------------------------------------------------------------------------------- /main.log: -------------------------------------------------------------------------------- 1 | This is pdfTeX, Version 3.14159265-2.6-1.40.18 (TeX Live 2017/Debian) (preloaded format=pdflatex 2018.1.12) 24 JUL 2018 19:40 2 | entering extended mode 3 | restricted \write18 enabled. 4 | %&-line parsing enabled. 5 | **main.tex 6 | (./main.tex 7 | LaTeX2e <2017-04-15> 8 | Babel <3.12> and hyphenation patterns for 84 language(s) loaded. 9 | (/usr/share/texlive/texmf-dist/tex/latex/base/book.cls 10 | Document Class: book 2014/09/29 v1.4h Standard LaTeX document class 11 | (/usr/share/texlive/texmf-dist/tex/latex/base/bk12.clo 12 | File: bk12.clo 2014/09/29 v1.4h Standard LaTeX file (size option) 13 | ) 14 | \c@part=\count79 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