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Pankaj Dey, Ph.D.'s Projects

spatio-temporal- icon spatio-temporal-

Matlab codes used in the paper "Predicting the patterns of spatio-temporal signal propagation in complex networks"

stat243-fall-2015 icon stat243-fall-2015

This repository holds all course materials for the fall 2015 offering of Statistics 243 at UC Berkeley.

statsmodels icon statsmodels

Statsmodels: statistical modeling and econometrics in Python

stochasticprecipitation icon stochasticprecipitation

R code for generating stochastic precipitation from daily observations using the modified Wilks approach of Mhanna and Bauwens (2012)

storm icon storm

STOchastic Rainstorm Model (STORM)

strbook icon strbook

Supplementary package for "Spatio-Temporal Statistics with R" by C.K. Wikle, A. Zammit-Mangion, and N. Cressie

summer-temperature-distributions icon summer-temperature-distributions

Code used for analyses in McKinnon et al (2016), The changing shape of Northern Hemisphere summer temperature distributions, JGR-Atmospheres

tigramite icon tigramite

Tigramite is a time series analysis python module for causal discovery. **** Interested in doing a Postdoc/PhD applying machine learning to societally relevant scientific problems at the new DLR Data Science Institute in Germany? Visit www.climateinformaticslab.com **** The Tigramite documentation is at

tossh icon tossh

Toolbox for Streamflow Signatures in Hydrology (TOSSH)

tree-ring-toolbox icon tree-ring-toolbox

A collection of Matlab functions to do various tasks in tree-ring analysis, originally by Dave Meko for his Time Series Analysis course.

varimpact icon varimpact

Variable importance through targeted causal inference, with Alan Hubbard

vic-assist icon vic-assist

Variable Infiltration Capacity Automated Setup Toolkit

wavelet_timing icon wavelet_timing

Code to reproduce "A Wavelet-Based Approach to Streamflow Event Identification and Modeled Timing Error Evaluation"

xmap icon xmap

Convergent Cross-Mapping

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