statistics-learning

There are 77 repositories under statistics-learning topic.

  • spam_classifier

    A simple spam classifier using SVM with a linear kernel.

    Language:MATLAB1

  • Multivariate-analysis

    Multivariate analysis (MVA) of high dimensional heterogeneous data

    Language:R1

  • smovie

    Some movies to teach statistical concepts

    Language:R1

  • Stats-Final-Project-Radiohead-Discography

    This is my final project for my Social Statistics course where I analyzed Radiohead's discography and attempted to analyze their data and turn it into meaningful observations. I looked at song length, album, listens, personal enjoyment, and other variables.

    Language:R

  • esci-web

    Implementation of ESCI as used in the book Introduction to the New Statistics, Estimation, Open Science & Beyond by Geoff Cumming and Robert Calin-Jageman.

    Language:JavaScript

  • solutions_on_DWtest_statistic

    Book of Demythologize Durbin-Watson Test Statistic | Correct the critical values of DW statistic

  • probability_distribution_simulator_for_Excel

    Excel calculating the probability distribution simulated data

  • stats

    Complete introductory statistics textbook with an emphasis on the biological & environmental sciences. Includes 26 chapters introducing key concepts for a foundational understanding of statistics and 9 complementary chapters of exercises with jamovi. Supplemental shiny apps illustrate book concepts. All code and datasets are freely available.

    Language:HTML

  • Statistical-Analysis-Air-Quality-Mexico

    Model for forecasting temperatures and the main pollutants present in Mexico's atmosphere based on data from (2011-2022).

  • Apartment-prices-analysis

    This repository contains an analysis of apartments prices in Krakow. It was made for "Rachunek prawdopodobieństwa i statystyka" (probability and statistics) course i took at AGH University of Science.

    Language:Jupyter Notebook

  • lindahartman.github.io

    Presentations and public reports

    Language:HTML

  • Sequencing-Informatics-for-Genomic-Analysis

    This repository aims to provide practical hands-on training in sequencing informatics, focusing on the analysis of genomic datasets using R, Python, and Fiji/ImageJ. It is designed to equip learners with the necessary skills to become professional programmers, data analysts, and data scientists with a strong emphasis on statistics.

  • statisticalhelp

    Statistical learning material written to support users of www.statsdirect.com software

  • Statistics2

    Statistics YouTube course notes (Notion)

  • MathModeling

    MathModeling rfe bsu labs

    Language:R

  • sigma-solver

    Simple Statistics Calculator using "statistics"

    Language:Python

  • Statistical-Methods-MA-214-Chih

    Files created to support student learning in MA 214, Statistical Methods at Wartburg College.

    Language:HTML

  • MathStatistics

    RFE BSU math statistics labs

    Language:R

  • StatsRefresher

    Stats Refresher for Stage 4 Undergrads

    Language:HTML

  • statistical-learning

    Experiment & assignment of <An introduction to statistical learning> in Java

    Language:Java

  • friedmanroy.github.io

    Roy Friedman's home site and blog

    Language:JavaScript

  • self_study_log

    A repo recording the author's study progress.

    Language:Jupyter Notebook

  • hishiki-teruyoshi

    Teruyoshi Hishiki, M.D., Ph.D. Assoc. Prof. @ Dept. Computer Sciences, Toho University

  • visual-statistics

    A set of small web based tutorials on Type I and Type II Errors, focused on visuals rather than text. The tutorials can be accessed here.

    Language:JavaScript

  • Data_Science

    Repositório destinado ao desenvolvimento de projetos e estudos sobre ciência de dados. Repository for the development of projects and studies on data science.

    Language:Jupyter Notebook

  • bank-telemarketing-analysis

    Bank Telemarketing Analysis: Implement Logistic Regression to predict the outcome of the telemarketing campaigns based on the characteristics of the clients and the calls with 91.14% Accuracy.

    Language:HTML

  • R-Programming

    Intro to R Programming

  • Modelling

    Model-Based Regression Analysis; Language: R.

  • analyze_ab_test_results

    Analyze the results of an A/B test run by an e-commerce website

    Language:Jupyter Notebook

  • ML-Paper-Reviews

    Variational Auto Encoder Slides

  • probability-and-statistics-R

    Probability and Statistics - R Manual

    Language:R

  • vina

    Data Analysis

    Language:Jupyter Notebook

  • Paul-Whitson.github.io

    Masters of Science in Analytics candidate with a particular interest in statistics education / teaching, and operational and supply chain applications of analytics

    Language:R

  • MA554F19

    MA 554 Multivariate Statistics Analysis

    Language:R

  • opencodemonkey.github.io

    Open Source Statistics Tools

    Language:JavaScript

  • cours-de-statistiques

    Cours de statistiques

    Language:HTML