GitHub topics: statistical-modeling

Repositories

SuryaVamsi-P/Patient-Survival-Prediction-ICU-Mortality-Modeling-R

Predicts ICU patient survival using clinical and demographic features with logistic regression, decision trees, LASSO, and AIC-based model selection in R. Designed for healthcare decision-making with real-world medical insights drawn from 92K+ patient records.

Size: 6.28 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

ecmerkle/blavaan

An R package for Bayesian structural equation modeling

Language: R - Size: 266 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 93 - Forks: 22

brandmaier/semtree

Recursive Partitioning for Structural Equation Models

Language: R - Size: 30.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 16 - Forks: 12

Marco210210/Applied-Statistics-Project

Statistical modeling and data analysis project using social, economic, and environmental datasets.

Language: R - Size: 12.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

armankhatamsaz/ModelFitting-Classification-Techniques

implementing and comparing various model fitting and classification techniques. Demonstrates Multivariate Gaussian, Bag-of-Words, Naïve Bayes, LDA, and QDA models. Applied to Iris, SMS Spam Collection, and Phoneme datasets for practical classification tasks. parameter estimation, performance evaluation, feature selection using Mutual Information.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

cbg-ethz/covvfit

Fitness estimates of SARS-CoV-2 variants

Language: Python - Size: 679 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2 - Forks: 0

stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

Language: R - Size: 117 MB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 394 - Forks: 136

cintia-shinoda/univesp

Data Science Undergrad Notes, Code, and Homeworks

Language: Jupyter Notebook - Size: 58.2 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

naturelle/Facility-Inspection-Analysis

Facility Inspection Reports (Mock Data) - Analysis of State declarations vs field measurements for nuclear safeguards, with uncertainty evaluation.

Language: Jupyter Notebook - Size: 127 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

yrosseel/lavaan

an R package for structural equation modeling and more

Language: R - Size: 9.56 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 458 - Forks: 107

Ashish-Kaklotar/Data-Science-Projects

A collection of Data Science projects covering data analysis, visualization , statistical modeling , and real-world datasets.

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bambinos/bambi

BAyesian Model-Building Interface (Bambi) in Python.

Language: Python - Size: 606 MB - Last synced at: 14 days ago - Pushed at: 27 days ago - Stars: 1,150 - Forks: 133

akpanitorobong/7089CEM-Statistical_Methods_For_Data_Science

CW Code and Dataset for SMDS module at Coventry University. Applied Nonlinear Regression and Bayesian Inference techniques to analyze MEG brain responses from a simulated neuromarketing experiment. The project demonstrates proficiency in modeling complex biological signals and estimating parameter uncertainty using Approximate Bayesian Computation

Language: Jupyter Notebook - Size: 2.14 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

chardyb/Prob-and-Stats-BMI6106

A repository for Spring 2025 BMI 6106: Statistics and Probability. This repository contains coursework, code examples, and projects exploring statistical methods and probabilistic models in biomedical informatics.

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monty-se/skellam

R package for statistical modeling with the Skellam distribution, supporting inference, random sampling, and regression for differences of independent Poisson counts.

Language: R - Size: 56.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Columbia-PRIME/pcpr

An R package implementing Principal Component Pursuit for pattern recognition in environmental health.

Language: R - Size: 10.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 1

Cyberoctane29/Penguins-Data-Analysis-and-Modeling

This project applies statistical modeling, including single and multiple linear regression, using Python. It covers exploratory data analysis, data cleaning, and modeling with pandas, NumPy, statsmodels, and scikit-learn. Regression analyzes relationships, while clustering identifies patterns. Seaborn visualizations enhance interpretability.

Language: Jupyter Notebook - Size: 5.15 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

committopush/ML_Wine_Production_Forecasting

An educational time series forecasting project using SARIMAX.

Language: Jupyter Notebook - Size: 473 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

AmmarRashed/Hierarchical-Bayesian-Regression

Implementation of Hierarchical, Pooled, and Separate Bayesian Regression models for blood pressure prediction using Pulse Arrival Time (PAT) measurements in Julia

Language: Jupyter Notebook - Size: 7.61 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

mrtkp9993/Statistical-Modeling-Examples

Basic statistical modelling examples.

Language: R - Size: 5.16 MB - Last synced at: 6 days ago - Pushed at: 11 months ago - Stars: 42 - Forks: 17

danielvartan/linear-models

🐧🧊 General Linear Models Using Penguins

Language: TeX - Size: 4.55 MB - Last synced at: 1 day ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

mclevey/SOCI3040

Materials for my course SOCI 3040, Quantitative Research Methods

Language: TeX - Size: 184 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Zer0-Bug/ML_GradientDescent-.-FindThetaValues

Implementation is to use gradient descent to find the optimal values of θ that minimize the cost function.

Language: Python - Size: 1.17 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

mariarodr1136/NumDynamics

NumDynamics is an advanced random number generation system that combines C's performance with Python's analytical power. It generates, analyzes, and visualizes random numbers across various statistical distributions, offering a precise and efficient toolkit for random number analysis. 📊

Language: C - Size: 918 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

AriannaRigamonti/Biostatistics

This project analyzes a randomized phase III clinical trial evaluating the efficacy and safety of panitumumab combined with FOLFOX4 chemotherapy as a first-line treatment for metastatic colorectal cancer (mCRC). It includes survival analysis, adverse event assessment, and statistical modeling based on patient KRAS status.

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roygutg/masters-thesis

Analyses and results for my master's thesis, titled "Self-avoidance as a Potential Connecting Link between Creative Search and Cognitive Control", graded 99/100

Language: Mathematica - Size: 157 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

b-knight/olspow

Python package for conducting power analysis for experiments using regression and/or clustered data.

Language: Python - Size: 140 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

JohnnySolo/Data-Analysis-Project---Feedback-Study

**Still in progress.** That's my 4th year project in the course "Statistical Models B"

Language: Jupyter Notebook - Size: 42 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

JohnnySolo/Data-Analysis-Project---Spotify-Hit-Songs

That's my 1st year project in the course "Introduction to Statistics"

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tedoaba/Change-Point-Analysis-And-Statistical-Modeling

Change Point Analysis and Statistical Modelling of Time Series Data - Detecting Changes and Associating causes on Time Series Data

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

AjmalSarwary/Time-Series-Optimization-with-Python

A collection of Python coded analysis and automation of risk mitigation strategies in portfolio management.

Language: Jupyter Notebook - Size: 4.77 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

smig-lab/smig-lab.github.io

Landing page for the SMiG Lab

Language: TeX - Size: 1.54 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

haziqj/INLAvaan

An R package for Bayesian structural equation modeling using INLA

Language: R - Size: 1.53 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

UnixJunkie/svmwrap

Wrapper on top of libsvm-tools

Language: OCaml - Size: 1.59 MB - Last synced at: 29 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

daniel-mehta/FPL-Expected-Points

Predict Fantasy Premier League (FPL) points using two models: a Random Forest regression (ML_xP.py) and a custom statistical model (xP_FPL.py). This project explores different approaches to predicting player performance, with a detailed comparison for Gameweek 5 of the 2024/25 EPL season.

Language: Python - Size: 14.6 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

ito4303/naro_toukei

農研機構統計研修「ベイズ統計モデリングとMCMC」

Language: TeX - Size: 1.61 MB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 17 - Forks: 4

vani89570/AirBnB_Bookings_Analysis_Capstone_Project

This project analyzes Airbnb booking data to uncover trends in customer behavior, pricing strategies, and booking patterns. By leveraging data analysis and visualization techniques, it provides actionable insights for hosts to optimize pricing, improve customer satisfaction, and understand seasonal demand.

Language: Jupyter Notebook - Size: 5.97 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

FS-CodeBase/propagon_replication_and_transmission

A structured model and likelihood approach to estimate yeast prion propagon replication rates and their asymmetric transmission

Language: MATLAB - Size: 2.96 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

farukalamai/rainfall-prediction-and-forecasting

rainfall-prediction-and-forecasting

Language: Jupyter Notebook - Size: 1.64 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

atzel-ov/Pattern-Recognition

Language: MATLAB - Size: 30.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Daniel-Andarge/AiML-walmart-sales-prediction-ml

This project is a machine learning competition hosted on Kaggle platform, focused on forecasting Walmart's monthly and quarterly sales. We tasked with developing advanced predictive models to accurately predict Walmart's sales, taking into account various factors such as historical sales data, macroeconomic indicators, and local market conditions.

Language: Jupyter Notebook - Size: 2.4 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

nvlinhvn/water-consumption-campaign-analytics

Evaluate the effectiveness of water consumption campaign in 12 districts

Language: Jupyter Notebook - Size: 1.7 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

juliusgraf/Portfolio_Optimization

Implemented and tested robust portfolio optimization strategies, comparing their performance against the S&P300

Language: Jupyter Notebook - Size: 3.08 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

emtinanseo/Optimization-with-Causal-Inference

Logistic optimization: Delivery drivers location optimization with Causal Inference

Language: Jupyter Notebook - Size: 1.19 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

emtinanseo/A-B-Hypothesis-Testing Fork of Mosaic-Technologies-Plc/A-B-Hypothesis-Testing

10 Academy Intensive Data Scince Trianing Batch 6 Week 2 Challenge

Language: Jupyter Notebook - Size: 9.07 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Rafsan7238/MAST90139_Labs

This repo contains the lab files of 'MAST90139: Statistical Modelling for Data Science' subject at the University of Melbourne, completed in R.

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ali101298/Loan-interest-rate-prediction

Predicting loan interest rate using R.

Language: Jupyter Notebook - Size: 1.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ali101298/California-House-Prices-Exploration-Prediction

Exploring and Predicting California's housing data

Language: Jupyter Notebook - Size: 579 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

biometrician/abe-for-sas

Augmented backward elimination for SAS: A Pragmatic and Purposeful Way to Develop Statistical Models

Language: SAS - Size: 226 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

junaidali-b/projects

Data science projects created using actual data, using Python and R.

Language: Python - Size: 8.61 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

piazzai/piazzai

GitHub profile

Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tlu-dt-nlp/POSgram-contexts

Tool for extracting part of speech n-grams (POS-grams) together with their context (preceding/following POS or sentence onset/ending).)

Language: Jupyter Notebook - Size: 468 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

guyabel/tidycat

Expand broom::tidy() output for categorical parameter estimates

Language: R - Size: 6.6 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

Mooseburger1/Springboard-Data-Science-Immersive

Language: Jupyter Notebook - Size: 206 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 63 - Forks: 24

mcdonohue/rstanarm Fork of stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

Language: R - Size: 76 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

AlexCodeGlider/gliderAviationSafety

Explore glider aviation safety through in-depth data analysis. This project leverages incident reports and manufacturing data, utilizing Python and Jupyter Notebooks for trend identification, risk assessment, and safety enhancement in glider aviation.

Language: Jupyter Notebook - Size: 3.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

amoustakis/Statistical-Modeling-data-analysis

A series of Statistical Modelling assignments with the use of R. Applications of Linear, Polynomial, Logistic and Poisson Regression in various datasets

Language: R - Size: 2.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ethangtkt/MU-STA363

All of the assignments that I worked on when taking the Introduction to Statistical Modeling course at Miami University

Size: 27.2 MB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

ShaikAhmed2580/PRODIGY_DS_05

Traffic Accidents Classifier using Python

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

BrunoAraujo84/Modelo-Projecao-Token

Modelo de previsão de preços de token Matic usando aprendizado de máquina e séries temporais. Inclui redes neurais, Gradient Boosting, ARIMA e diversos indicadores financeiros.

Language: Python - Size: 51.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

TB-Modeling/impaact4tb-tpt-3hp

Cost effectiveness analysis of a 12 country-intervention scale up of short-course TB preventive therapy (TPT) 3HP among people living with HIV.

Size: 66.4 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

avakanski/Rehabilitation-Assessment-through-Dimensionality-Reduction-and-Statistical-Modeling

An autoencoder neural network and a Gaussian mixture model are used for generating movement quality scores for rehabilitation exercises.

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

enr24/Data-Science-Academic-Projects

Attached in the repository are my academic projects from my Under Graduate Data Science Courses.

Size: 276 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

wywongbd/EPFL-Time-Series

MATH-342 Time Series course taken at EPFL during Spring 17-18.

Language: R - Size: 8.24 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

adamavip/nirs-protein-prediction

We present here a 1D convolutional neural network model to predict grain protein content using spectroscopic data of multiple cereals

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 2

waldekmaciejko/GilbertModel

Implements in C++ Gilbert model

Language: C++ - Size: 110 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Mangalis0/Titanic-Survival-Conditional-Probability

Simple statistical prediction of the survival chances of the passengers in the testing set, given certain conditions as input. Refer to README.md for more detail

Language: Jupyter Notebook - Size: 18.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 12

antcalcagni/EMOT

A new way to analyse computer mouse trajectories

Language: MATLAB - Size: 610 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 1

eReverter/ds-job-change-prediction

Assignment for university. Statistical Inference and Modeling.

Size: 5.14 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ericksonl/SleepData

📊⚙️ Using 7 years of my sleep data, this project predicts Sleep Quality using a linear regression model based on predictors such as time in bed, time asleep, temperature, alarm, and steps.

Language: R - Size: 646 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

Ttantivi/SF_Parking

Estimating the probability of receiving a parking ticket in San Francisco in Python

Language: Jupyter Notebook - Size: 19 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

eReverter/ds-car-price-prediction

Assignment for university. Statistical Inference and Modeling.

Size: 2.08 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

shrey1216/Influence-of-Life-Stress-on-Depression-Moderation-by-a-Polymorphism-in-the-5-HTT-Gene

Depression & Genetic Variables: Analyzing Associations

Size: 439 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

CoRE-Lab-UCF/Modeling-Global-Storm-Surges

A collection of scripts used for modeling global daily maximum surges

Language: Python - Size: 34.3 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2

SpikeAI/2022-11_brainhack_DetecSpikMotifs

2022-11_brainhack_DetecSpikMotifs: Automatic detection of spiking motifs in neurobiological data. This project aims to develop a method for the automated detection of repeating spiking motifs, possibly noisy, in ongoing activity.

Language: Jupyter Notebook - Size: 6.75 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

mduncan23/King-County-Real-Estate-Analysis

Using data, linear regression, and statistical modeling to guide home renovation decisions.

Language: Jupyter Notebook - Size: 23.5 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

shangqigao/BayeSeg

The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation" via Pytorch

Language: Python - Size: 164 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 3

Leixb/AML-notes

Lecture Notes on Advanced Machine Learning (AML)

Language: TeX - Size: 493 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

akshitvjain/product-sales-forecasting

Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models

Language: Jupyter Notebook - Size: 9.81 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 16

ranbirsd/My-Projects

These are the projects and assignments done by me to practice and work on improving my skills and knowledge.

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Cbhihe/SmartCity_high-dim-statistical-learning

Multivariate statistical learning applied to high dimensional data

Language: R - Size: 313 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

omar-elmaria/distributions_of_per_user_metrics

This repo contains an R script that algorithmically finds the best distribution that fits several continuous, randomized variables

Language: R - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Alicia2203/Predicting_Price_of_Diamonds_with_SAS

Performed statistical analysis and modelling to estimate the relationship between the price of diamonds and other variables related diamond features from a diamond dataset.

Language: SAS - Size: 106 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

InPhyT/inphyt.github.io

Special repository hosting the InPhyT website.

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MarcoCarry97/Statistical-Modeling-And-Design-For-Experiments

Two projects developed with Yaelle Pihan for the exam of SMDE, during my Erasmus period.

Language: HTML - Size: 4.67 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

LeondraJames/Bikeshare-Exploratory-Analysis

An exploratory analysis of the Kaggle bikeshare data set with the application of linear regression models, which are not optimal for this particular problem of predicting bikes rented.

Language: R - Size: 1.29 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

LeondraJames/HeartDisease

"What Your Heart Is Telling You" Logit Model

Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

LeondraJames/Titanic_Attempt-1

Kaggle Titanic Data Set Using Logit Model

Language: R - Size: 447 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

LeondraJames/MobileGameABTest

2 A/B tests, testing the difference in 1) average player 1 day and 2) 7 day retention against control (old player level) and new version (new player level)

Size: 677 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

LeondraJames/MarkovChains_MultiTouchAttribution

Multi touch attribution models, including Markov chains

Language: R - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

LeondraJames/TheMatrixScript_NLP

A project utilizing NLP techniques and analysis including text mining, document term matrices, sentiment analysis, wordclouds and topic modeling with LDA.

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tianrui98/Demand-Forecast

Forecast the demand for each product in the next month for a group of Walmart stores, using statistical modeling (ETS) and machine learning (LGBM, XGBoost, RandomForest). This is a team project contributed by Leyli Ramazanova, Sviatlana Yasiukova, Simone Genetin, and myself.

Language: HTML - Size: 2.17 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Related Keywords

statistical-modeling 105 machine-learning 32 r 24 python 18 data-science 17 data-visualization 15 data-analysis 15 statistical-analysis 13 statistics 11 regression 9 time-series-analysis 7 deep-learning 7 eda 6 regression-analysis 6 linear-regression 6 bayesian-inference 6 classification 6 pandas 5 multilevel-models 5 bayesian-statistics 5 logistic-regression 5 predictive-modeling 5 r-programming 4 stan 4 regression-models 4 psychometrics 4 structural-equation-modeling 4 matplotlib 4 generalized-linear-models 3 inference 3 probability 3 decision-tree 3 data-preprocessing 3 visualization 3 seaborn 3 scikit-learn 3 jupyter-notebook 3 machine-learning-algorithms 3 nlp 3 pattern-recognition 3 exploratory-data-analysis 3 multivariate-analysis 3 tensorflow 3 factor-analysis 3 cran 3 cpp 3 rstan 2 rstanarm 2 r-package 2 data-mining 2 bayesian-methods 2 arima-forecasting 2 latent-variables 2 hypothesis-testing 2 ols-regression 2 rstats 2 probabilistic-modeling 2 arima 2 statistical-inference 2 python3 2 quantitative-finance 2 auto-ml 2 time-series-forecasting 2 supervised-learning 2 forecasting 2 penguins 2 rstudio 2 random-forest 2 dimensionality-reduction 2 mcmc 2 estimation 2 sentiment-analysis 2 r-programming-language 2 tf-idf 2 growth-curve-models 2 missing-data 2 path-analysis 2 neural-networks 2 survival-analysis 2 lasso-regression 2 neural-network 2 kaggle 2 r-language 2 feature-selection 2 lda 2 naive-bayes 2 numpy 2 bayesian-data-analysis 2 roc-curve 2 bayesian 2 epidemiology 2 modeling 2 xgboost 2 statistical-learning 2 biostatistics 2 cardiac-segmentation 1 image-decomposition 1 mouse-tracking 1 quote 1 entropy 1