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GitHub topics: statistical-modelling

Daniel-Andarge/AiML-brent-oil-price-analysis

This project analyzes Brent oil prices from 1987-2022, detecting structural changes and associating them with major events to provide data-driven insights for the energy industry.

Language: Jupyter Notebook - Size: 11.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

dho-rae/Plane-Crash-Fatalities-ML

This project investigates the impact of flight type, crash cause, and region on fatality rates using t-tests, proportion tests, ANOVA, and linear regression. Developed for the Foundations of Machine Learning course, demonstrating proficiency in hypothesis testing, statistical modelling, and data-driven decision-making.

Size: 657 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

obiyoag/BayeSeg

[MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpretable Generalizability"

Language: Python - Size: 401 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 81 - Forks: 5

xzluo97/X-metric

X-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing (TPAMI 2023)

Language: Python - Size: 38 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 8 - Forks: 2

MarinosSav/Modelling_Spatiotemporal_Dynamics_Covert_Attention

A project aimed at analysing experimental human eye data to better understand the spatiotemporal dynamics of covert attention.

Language: Python - Size: 1.13 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 1

arvinsingh/statistical-R

Statistical testing with R

Language: R - Size: 117 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

mukeshmk/statistical-modelling

statistical modelling of the wine data-set available at https://www.kaggle.com/zynicide/wine-reviews

Language: R - Size: 46.7 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

sollan/alma

Fully automated (rodent) limb motion analysis toolbox for behavioral analysis with bodypart coordinate data, building upon markerless pose estimation.

Language: Python - Size: 12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 3

shangqigao/BayeSR

The official implementation of "Bayesian Image Super-Resolution with Deep Modeling of Image Statistics" via TensorFlow

Language: Python - Size: 86.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 6

luelhagos/A-B-Hypothesis-Testing

A/B Hypothesis Testing.

Language: Jupyter Notebook - Size: 295 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

ttariqaziz/statistical_modeling_matlab

Highlights of my research work in MATLAB, statistical modeling of the unstructured raw data from GPS satellites for several years. Data modeling and processing, followed by different residual plots including trends and root mean square. In the end, the result was compared with independent data set models for validation purposes. The results were also presented at a European conference.

Size: 10.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

primepai/Risk_Management

financial risk management projects

Language: Jupyter Notebook - Size: 1.95 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

danlegend5/FitFun

A general modelling framework for specifying and fitting models to empirical fundamental diagrams of road traffic, and for comparing the model fits using information criteria

Language: R - Size: 2.34 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

karlosye/Quantitative-Financial-Data-Analysis-project

financial data analytics using statistical modelling and machine learning techniques

Language: Jupyter Notebook - Size: 3.41 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

luelhagos/Breast-Cancer-Wisconsin

Industry - Casualty Challenge

Language: Jupyter Notebook - Size: 109 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

amansharif/Taxi-Fare-Prediction-A-Regression-Analysis

This is a POC on regression analysis from the simplest to advanced regression model. Notable things that is done is Data Preprocessing, Data Visualization, Feature Engineering and Statistical Modelling.

Language: Jupyter Notebook - Size: 24.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

zqzneptune/RefInt

RefInt: A curated reference interactome with true positives and negatives for benchmarking protein-protein interactions.

Language: R - Size: 32.8 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Related Keywords
statistical-modelling 17 machine-learning 5 python 4 bayesian-inference 2 neuroscience 2 image-segmentation 2 hypothesis-testing 2 linear-regression 2 matplotlib 1 mlflow 1 mlops 1 model-management 1 pandas 1 scikit-learn 1 seaborn 1 xgboost 1 data-modeling 1 data-processing 1 data-visualization 1 gps-satellites-data 1 interactome 1 dvc 1 decision-trees 1 data-science 1 dashboard 1 cml 1 a-b-testing 1 unsupervised-learning 1 super-resolution 1 spinal-cord-injury 1 rodent-behaviors 1 pose-estimation 1 opencv 1 eye-tracking 1 regression-models 1 regression-analysis 1 python3 1 feature-extraction 1 statistical-learning 1 statistical-analysis 1 orchestration 1 modeling 1 inference-extraction 1 hypothesis-formulation-and-testing 1 causal-graph 1 building-model-pipelines 1 financial-data 1 econometrics 1 dataframe 1 traffic 1 gamlss 1 flow-density-speed-relationships 1 empirical-fundamental-diagrams 1 market-risk 1 credit-risk 1 unstructured-data 1 trend-analysis 1 raw-data 1 prediction-model 1 matlab 1 experimental-psychology 1 covert-attention 1 cognition 1 rigid-registration 1 probabilistic-graphical-models 1 mutual-information 1 multimodal 1 motion-estimation 1 medical-image-registration 1 maximum-likelihood 1 information-theory 1 groupwise-registration 1 deformable-registration 1 variational-inference 1 model-generalization 1 bayesian-deep-learning 1 university-project 1 r-data-analysis 1 aviation-safety 1 pymc3 1 probability-distributions 1 policy-analysis 1 model-comparison 1 eda 1 bayesian-modelling 1 neuroscience-experiments 1 multiple-sclerosis 1 motion-tracking 1 gait-analysis 1 deeplabcut 1 data-analysis 1 curve-fitting 1 computer-vision 1 behavior-analysis 1 animal-tracking 1 wine-dataset 1 rnorm 1 r 1 normal-normal 1 mcmc 1