R-Practicals-2025/SharmishtaG_BDBP209

Lab exercises for BDBP209: R Programming – basics, stats, plots, regression, clustering

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ds-modules/POLSCI3-FA20

UC Berkeley POLISCI3 Fall 2020

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danielvartan/central-limit-theorem

🎲 Demonstration of the Central Limit Theorem & the Law of Large Numbers

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ds-modules/polisci-3

UC Berkeley POLISCI 3 Fall 2022

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cfmatthee/clt-demo

A small application demonstrating the central limit theorem using a Monte Carlo simulation

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SamarthKolge-Analyst/Walmart-Purchase-Analysis-Confidence-Interval-CLT

Analyze Walmart Black Friday purchase data to understand customer spending patterns by gender, marital status, and age using Confidence Intervals and the Central Limit Theorem (CLT). Includes EDA, visualization, hypothesis testing, and actionable business insights.

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Jedrzej-Wydra/Central-Limit-Theorem

A fun little dive into how the Central Limit Theorem explains your exam luck.

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steviecurran/coin-toss

Coin tossing via a random number generator

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firoz-ahmad-likhon/probability-and-statistics-exercises

A collection of exercises and practice problems on probability and statistics using Python. Covers concepts like probability distributions, hypothesis testing, regression, and more.

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kasiabeben10/probability-and-statistics-clt-project

Simple simulation in R showing the central limit theorem

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zehuiyin/CLT_demo

Central Limit Theorem Demonstration

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samirsaci/central-limit

Central Limit Theorem for Process Improvement with Python

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reza-chehreghani/EPS-Assignment-3-MSE-Regression-CLT

This repository focuses on Mean Squared Error (MSE), Regression Analysis, and Central Limit Theorem (CLT). It includes Python implementations for image reconstruction, regression modeling, and distribution analysis.

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reza-chehreghani/DSc-Assignment-1-Statistical-Analysis-and-Hypothesis-Testing

This project focuses on Monte Carlo Simulation, Central Limit Theorem, and Hypothesis Testing. It includes Python implementations for estimating Pi, analyzing game probabilities, and performing statistical tests using real-world datasets.

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coatless-shiny/central-limit-theorem

Demonstrate central limit theorem (CLT)

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SaiSampathKedari/Probability-and-Distribution-Theory

Comprehensive notes and solved problem sets from Casella-Berger: Statistical Inference (Chapters 1-5), covering foundational concepts in probability and distribution theory. Topics include random variables, probability distributions, expectation, and limit theorems, essential for applications in machine learning, AI, and robotics.

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Danielwohlr/vehicular-headway-modelling

My BSc thesis: Asymptotic properties of (traffic) particle systems. Finished 2020

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oniani/quincunx

Multithreaded quincunx simulations

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yuvraj97/StatViz

🎮 Here you can play with various Statistical Concepts.

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SrotoshiGhosh/Bayesian-Inference-and-MCMC

Various codes centered around problems in Bayesian inference, Bayesian Linear Regression, and Bayesian Non-Linear Parameter Estimation using the application of various Markov Chain Monte Carlo Algorithms

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shyammanikandan/Loan_Default_Analysis

Analyze a loan default dataset to understand the factors that contribute to loan defaults.

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shyammanikandan/Walmart_Business_Case_Study

Walmart Customer Purchase behaviour analysis

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SrGrace/10-Days-of-Statistics-Challenges

10 Days of Statistics Challenges at HackerRank

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MoinDalvs/Interview_QnA_Statistics_Data_Science

Data Science Statistics Interview Questions

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prasanth5reddy/CSE-569-Fundamentals-of-Statistical-Learning

CSE 569, Fall 2019 Fundamentals of Statistical Learning Course at ASU

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Niteshchawla/NC-Walmart-CaseStudy

The Management team at Walmart Inc. wants to analyze the customer purchase behavior (specifically, purchase amount) against the customer’s gender and the various other factors to help the business make better decisions. They want to understand if the spending habits differ between male and female customers:.

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vaishali071017/Walmart-Confidence-Interval-and-CLT

Analyzing Gender-Based Spending Patterns: A Comprehensive Study of Walmart Inc. Customers

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iankurgarg/Foundations-of-Data-Science

Assignments from the course Foundations of Data Science. Linear Regression, Logistic Regression, PCA for Eigen Faces, GMeans, Bayesian Networks etc.

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Karan-Viswakarma/BCS4-Walmart

Analysing customer purchasing behaviour against the customer's gender and various other factors to help the business make better decisions.

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valerianoaiello/CLT_Thompson

This repository is designed for computing the specialization of the chromatic polynomial at 2 for elements of the Thompson group. The computed values were instrumental in investigating the possible existence of a central limit type theorem.

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spacebakery/Statistical-Concepts

Statistics for Data Analysis | Sample Mean vs. Population Mean and P-Values

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paulnorthrop/smovie

Some movies to teach statistical concepts

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AmishaSomaiya/Machine-Learning

Machine Learning Code Implementations in Python

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s-faiq-haider-n/Simulations

This repo includes implemtation of basic simulations in different programming languages and tools.

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PingHuskar/Coin-Toss-Simulation

Simulate Coin Tosses and Plot it in Line Chart using Google Chart API https://codepen.io/chadin-chaipornpisuth/full/KKQpbad

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aharis-j/LLN-and-CLT

R code used to simulate data and generate plots for presentation slides on law of large numbers and central limit theorem

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andreaponti5/GP-BO

Project for the Data Science PhD course of Probability

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Siddhu-T/Walmart-Business-Case

Business Case: Walmart - Confidence Interval and CLT

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SiavashShams/Intelligent-Systems-Projects

Projects for the Intelligent Systems course

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blackspotbear/koku-rnd

central limit theorem shotgun

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richamishra97/Assignment2-Sampling-Distributions-and-Central-Limit-Theorem

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Kshitij-0509/walmart-business-case

The objective is to analyze the customer purchase behavior (specifically, purchase amount) against the customer’s gender and the various other factors to help the business make better decisions and to understand if the spending habits differ between male and female customers.

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quasar-chunawala/calculus_based_probability

Topics in Probability Theory and Stochastic Processes

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sukhdev01/Central-Limit-Theorem

Brief into about Central Limit Theorem (CLT) and Python code for finding mean of CLT and plotting using seaborn and matplotlib on normal, uniform, multi-nomial distribution.

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JunaidSalim/Implementation_of_Central_Limit_Theorem

C++ code implementing the Central Limit Theorem for calculating mean, standard deviation, and sample mean, generating random samples, and calculating Z-values.

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Nikhilsen29/-Walmart---Confidence-Interval-and-CLT

.Business Case: Walmart - Confidence Interval and CLT

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Mukul-kush/Sun-Pharma-Case-Study

Pharmaceutical company Sun Pharma

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ydkristanto/apl-tlp

Aplikasi Shiny untuk mendemonstrasikan Teorema Limit Pusat.

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saikrishnabudi/Basic-Statistics-Level-2

Data Science - Statistics Work Level-2

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arasgungore/central-limit-theorem

A MATLAB project which applies the central limit theorem on PDFs and CDFs of different probability distributions.

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shikhabajaj569/Basic-Statistics-Level-2

Basic level Statistics Questions

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nikhilkmr300/central-limit-theorem

Scripts to visualize the central limit theorem in action.

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HrMav/Health-Analytics-Statistics-Inferences-R

Statistical study of various health related questions

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shethbhumit/CIS-591-SCM-516-Assignments

Assignments from the CIS 591 and SCM 516 at W. P. Carey School of Business, ASU.

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tejaswi-swarna-98/Confidence-Interval-CLT-Retail-Superstore

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ksonod/my_statistics

My notes on statistics

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NikhilaThota/Stats_analysis_hospital_readmissions

Used statistical measures to determine if the rate of re admissions for hospitals are high, if yes, what steps can be taken to bring the rate down.

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NikhilaThota/Stat_analysis_recruiter_calls

Statistical Analysis is used to determine if race plays an important role in callback rates (from recruiters)

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NikhilaThota/Comparing_group_means

Compare the means of two groups (male & female) body temparatures

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aditya-shinde16/Walmart_Case_Study

Business Case: Walmart - Confidence Interval and CLT

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sharmasapna/10-Days-of-Statistics-HackerRank-solutions

10 Days of Statistics Hackerrank Solutions

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nirupamaprv/Practical_Stats

Exercises solved for the Practical Statistics Module of Udacity's DAND: assignments and practice problems

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JRigh/CLT

Central Limit Theorem (CLT)

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anidec25/Probability-and-Statistics

Probability and Statistics topics

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khadija267/A-B-Testing

A/B test run by an e-commerce website

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shanuhalli/Assignment-Basic-Statistics-Level-2

ExcelR Data Science Assignment No 2

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fratambot/CLT

A notebook to understand the central limit theorem

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arjunthumbayil/Fundamental_Statistics_For_Beginners_In_Data_Science

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vigneshSs-07/Complete-AtoZ-Statistics

This repo contains various Statistics techniques like descriptive_Statistics including Central tendency, CLT, Z_Score and inferential statistics etc..

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Sid-149/10-Days-of-Statistics

This repository contains the solutions to HackerRank's 10 Days of Statistics.

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andylvua/CLT_Lab

Central Limit Theorem and Law of Large Numbers. P&S 2nd Lab assignment

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28101991SUNNY/Statistics_study

about statistical techniques for Data Science

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DheemanthBhat/ML-Concepts

Notebooks explaining various Machine Learning concepts.

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datatrigger/shiny_apps

Run the CLT Shiny app : https://datatrigger.shinyapps.io/CLT_Visualization/

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lucianobajr/CCF-425

CCF 425 - Introdução à Ciência dos Dados

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afenne4/Exponential-Simulation-and-Inferential-Analysis

Monte Carlo Simulation of Exponential Distribution and Inferential Analysis of Tooth Dataset

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ibrahim-Sobh/CLT-mini-project

The idea is to write a piece of Python code to check that the Central Limit Theorem works.

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wgaber76/DA_ABTest_WebSiteVerSelection

Statistical demonstration (from probabilities to Logistics regression)

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oguzhan-baser/central_limit_theorem

Observation on the Implication of Central Limit Theorem

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ArkaB-DS/MTH598A

Confidence Interval for Asymptotic Variance Estimation in Adaptive Markov Chain Monte Carlo

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smkalami/ypea107-differential-evolution

Differential Evolution (DE) in MATLAB

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marinsantiago/Testing-for-equality-in-high-dimensional-covariance-matrices

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mikeqfu/clt-demo-coursera

A simple Shiny app for demonstration of Central Limit Theorem

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Csengupta1101/Data-Is-Good-Exam---September

This Repository Consists the exam Problems and solutions conducted on September - 2021

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akshayratnawat/BaggingAlgorithm_CentralLimitTheorem

This project explains why and how are the Bagged Models better than the Complete Model. Bagged Model parameters have tighter confidence interval and a lower bias.

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Pramod-Kumar808/central-limit-theorem

Calculation the central limit theorem and plotting graph

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Helga-Helga/ProbabilityTheory

Exercise solution to the Probability Theory course

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luisteran5296/Simulation-and-statistical-analysis

In this project the exponential distribution is investigated in R and it is compared with the Central Limit Theorem. The exponential distribution is simulated in R with rexp(n, lambda) where lambda is the rate parameter. The mean of exponential distribution is 1/lambda and the standard deviation is also 1/lambda. Set lambda = 0.2 for all of the simulations. It's investigated the distribution of averages of 40 exponentials.

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ndanevski1/Central-Limit-Theorem

I was amazed by the Central Limit Theorem from the first time I met it in my statistics class. In this Notebook I show its power.

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tom-uchida/Verify_Noise_Transparentization_Formula

Language: Python - Size: 477 KB - Last synced at: 27 days ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

cereniyim/Statistical-Significance-CLT-In-Action

Code Behind the Central Limit Theorem and Statistical Significance In Action

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rishitsaiya/Data-Analysis

Data Analysis Course (EE 201), IIT Dharwad

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CS-LEE2022/Analyze_A-B_Test_Results

Applying A/B test to help determing if company should launch the new page

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nchylak/central-limit-theorem

Monte Carlo simulation to verify properties of the central limit theorem

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davidmasse/Central-Limit-Theorem-Illustration

please see pitch.Rmd

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srhegdegadikai/Illustration_Law_of_large_Numbers

A shiny application that illustrates the "Law of Large Numbers" for the "lambda" distribution

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ea42gh/IntroductoryStatistics

rstudio based examples created for an introductory statistics class

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