Pinned Repositories
all-of-statistics
Solutions to Wasserman's 'All of Statistics'.
bayesian-data-analysis
Berlin Bayesians' solutions to Bayesian Data Analysis, 3rd edition.
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
berlin-marathon
Some scripts to scrape and clean berlin marathon data.
berlin_bayesians_workshop_map_rect
Presentation for the Berlin Bayesians introduction to map_rect
blog
I often post solutions to textbook exercises, including: Bayesian Data Analysis (BDA) by Gelman et al; Causal Inference in Statistics Primer (CISP) by Pearl et al; Purely Functional Data Structures (PFDS) by Okasaki.
fit-parser
A parser for Garmin's FIT format.
okasaki-pfds
Solutions to Okasaki's "Purely Functional Data Structures":
semipyrametric-statistics
Python implementations of semiparametric statistical techniques.
stappit's Repositories
stappit/all-of-statistics
Solutions to Wasserman's 'All of Statistics'.
stappit/bayesian-data-analysis
Berlin Bayesians' solutions to Bayesian Data Analysis, 3rd edition.
stappit/blog
I often post solutions to textbook exercises, including: Bayesian Data Analysis (BDA) by Gelman et al; Causal Inference in Statistics Primer (CISP) by Pearl et al; Purely Functional Data Structures (PFDS) by Okasaki.
stappit/okasaki-pfds
Solutions to Okasaki's "Purely Functional Data Structures":
stappit/berlin-marathon
Some scripts to scrape and clean berlin marathon data.
stappit/berlin_bayesians_workshop_map_rect
Presentation for the Berlin Bayesians introduction to map_rect
stappit/semipyrametric-statistics
Python implementations of semiparametric statistical techniques.
stappit/fit-parser
A parser for Garmin's FIT format.
stappit/BDA_course_Aalto
Bayesian Data Analysis course at Aalto
stappit/cmdstanpy
CmdStanPy is a lightweight interface to Stan for Python users which provides the necessary objects and functions to compile a Stan program and fit the model to data using CmdStan.
stappit/prob-stats
Probability and Statistics: a simulation-based introduction. An open-access book.
stappit/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
stappit/stappit.github.io
My blog is not longer hosted on gitpages. See:
stappit/statrethinking_reading_group
Material for the Berlin Bayesian reading group covering Statistical Rethinking by Richard McElreath
stappit/statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
stappit/wood_gam
Some solutions to Wood's Generalised Additive Models book.