Name: Sebastian Krantz
Type: User
Company: Kiel Institute for the World Economy
Bio: Economist and data scientist with interest in econometrics, time series, geospatial analysis, machine learning, and high-performance computing.
Blog: sebastiankrantz.com
Sebastian Krantz's Projects
A Shiny Application for Interactive Mapping of Census Data
RStudio Cheat Sheets
Advanced and Fast Data Transformation in R
R Based Data Science Training Delivered to the Ugandan Ministry of Finance and Bureau of Statistics
R's data.table package extends data.frame:
reproducible benchmark of database-like ops
GVC decomposition in R
Dynamic Factor Models for R
A command-line application that generates and manipulates icosahedral discrete global grids.
Discrete Global Grids for R: Spatial Analysis Done Right. I maintain dggridR from this fork, with occasional PRs and CRAN updates.
Two-stage Difference-in-Differences package following Gardner (2021)
Rebooting dynfactorR for CRAN
Dynamic factor model estimation for R
Fixed-effects estimations
Learn the language basics in this 10-part course.
joyn provides a set of tools to analyze the quality of merging (i.e., joining) data frames. It is a JOY to join with joyn
R Package: Basic functions implemented in C (and for some missing from base R)
(Experimental but working) LightWeight Plot / Leland Wilkinson Plot -- a ggplot2 2.1.0 fork aiming for lighter weight
This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods.
DFM models in R
Python Nowcasting
Optimal Investments in Africa's Road Network - Replication Materials
Optimal Transport Networks in Spatial Equilibrium - in Julia
Optimal Transport Networks in Spatial Equilibrium - MATLAB Toolbox
Classify Open Street Map Features
Africa's Economic Transformation: A Big Data Economic Perspective
Generate static html documentation for an R package
Panel Data Econometrics with R
Replication of some Quantitative Spatial Economics Papers in Julia