Machine Learning with XGBoost (in R)

www.kaggle.com/code/rtatman/machine-learning-with-xgboost-in-r/notebook

Complier average causal effect? Exploring what we learn from an RCT with participants who don't do what they are told

www.rdatagen.net/post/cace-explored/

Encouragement Designs and Instrumental Variables for A/B Testing - Spotify Engineering

engineering.atspotify.com/2023/08/encouragement-designs-and-instrumental-variables-for-a-b-testing/

Missing Data Analysis - Complier-Average-Causal-Effect.pdf

opremethodsmeeting.org/wp-content/uploads/2017/07/Complier-Average-Causal-Effect.pdf

On the Use of Propensity Scores in Principal Causal Effect Estimation

www.ncbi.nlm.nih.gov/pmc/articles/PMC2757143/

What is principal stratification in causal inference?

statisticaloddsandends.wordpress.com/2022/04/30/what-is-principal-stratification-in-causal-inference/

Merrill Edge - Login

olui2.fs.ml.com/login/signin.aspx?sgt=3

Basic concepts in transformation of data distributions|Tao's Tips

unaettie.com/en-us/pz/transform_xplain.php

hernanrobins_WhatIf_2jan24.pdf

www.hsph.harvard.edu/miguel-hernan/wp-content/uploads/sites/1268/2024/01/hernanrobins_WhatIf_2jan24.pdf

USA - I-485 Employment-Based Employee Signature Instructions.pdf

cobalt-docs.com/published_docs/Resources/USA%20-%20I-485%20Employment-Based%20Employee%20Signature%20Instructions.pdf

Math Behind Graph Neural Networks

rish-16.github.io/posts/gnn-math/

2305.14961.pdf

arxiv.org/pdf/2305.14961.pdf

Social and Emotional Learning

www.openwindowschool.org/programs/special-programs/social-and-emotional-learning

Arts

www.openwindowschool.org/programs/special-programs/arts

Building a Foundation

www.openwindowschool.org/list-detail?pk=222608&fromId=292363

Nurturing Young Readers and Writers

www.openwindowschool.org/list-detail?pk=222600&fromId=292361

Language Arts

www.openwindowschool.org/programs/academic-programs/language-arts

Science

www.openwindowschool.org/programs/academic-programs/science

Lower School Grades K-4

www.openwindowschool.org/list-detail?pk=112672&fromId=239948

Programs Overview

www.openwindowschool.org/programs/programs-overview

Alumni

www.openwindowschool.org/about/alumni

Diversity, Equity, Inclusion, and Belonging

www.openwindowschool.org/about/diversity-equity-inclusion-and-belonging

Message from the Head of School

www.openwindowschool.org/about/message-from-the-head-of-school

Clustered standard errors with R | R-bloggers

www.r-bloggers.com/2021/05/clustered-standard-errors-with-r/

Trail Maps

summitatsnoqualmie.com/trail-maps

证件照 4×6 相纸排版工具 – Decent Picks

decentpicks.com/zh-hans/4x6

简单4步自己制作中国护照/签证/旅行证照片｜附尺寸和要求 – 美国攻略

gonglue.us/china-passport-photo

Log Loss vs. Brier Score - DRatings

www.dratings.com/log-loss-vs-brier-score/

Brier Score: Understanding Model Calibration

neptune.ai/blog/brier-score-and-model-calibration

A Comprehensive Guide on Model Calibration: What, When, and How

towardsdatascience.com/a-comprehensive-guide-on-model-calibration-part-1-of-4-73466eb5e09a

Python 函数装饰器 | 菜鸟教程

www.runoob.com/w3cnote/python-func-decorators.html

Mathematics K–12 Learning Standards | OSPI

ospi.k12.wa.us/student-success/resources-subject-area/mathematics/mathematics-k-12-learning-standards

ADA-Compliant-Math-Standards.pdf

learning.ccsso.org/wp-content/uploads/2022/11/ADA-Compliant-Math-Standards.pdf

Washington State Standards - Lake Washington School District

www.lwsd.org/programs-and-services/curriculum-instruction/washington-state-standards

Umbilical Cord Blood Transplants: Current Status and Evolving Therapies

www.ncbi.nlm.nih.gov/pmc/articles/PMC7567024/

A complier average causal effect analysis of the Stimulant Reduction Intervention using dosed exercise study

www.sciencedirect.com/science/article/pii/S2451865417300996

t-SNE clearly explained

towardsdatascience.com/t-sne-clearly-explained-d84c537f53a

Magic Commands for Profiling in Jupyter Notebook

towardsdatascience.com/magic-commands-for-profiling-in-jupyter-notebook-d2ef00e29a63

Cross-Entropy, Negative Log-Likelihood, and All That Jazz

towardsdatascience.com/cross-entropy-negative-log-likelihood-and-all-that-jazz-47a95bd2e81

Window Function Framing: ROWS vs RANGE vs GROUPS

data-xtractor.com/blog/query-builder/window-function-framing-rows-vs-range-vs-groups/

resources.bankofamerica.com/email/render-resource/40f63f82c67b4b75b2b532918544ee6b

notes.dvi - notes131-181.pdf

courses.washington.edu/b571/lectures/notes131-181.pdf

Generalized Method of Moments (GMM) in R (Part 2 of 3)

medium.com/codex/generalized-method-of-moments-gmm-in-r-part-2-of-3-5d03f4097044

Generalized Method of Moments (GMM) in R (Part 1 of 3)

medium.com/codex/generalized-method-of-moments-gmm-in-r-part-1-of-3-c65f41b6199

modern-econometrics.pdf

thenigerianprofessionalaccountant.files.wordpress.com/2013/04/modern-econometrics.pdf

Wooldridge(2001)JEP-Andre.pdf

faculty.utrgv.edu/diego.escobari/teaching/Econ8370/Papers/Wooldridge(2001)JEP-Andre.pdf

Should I use fixed effects or random effects when I have fewer than five levels of a grouping factor in a mixed-effects model?

www.ncbi.nlm.nih.gov/pmc/articles/PMC8784019/

Networks and the Macroeconomy: An Empirical Exploration: NBER Macroeconomics Annual: Vol 30

www.journals.uchicago.edu/doi/full/10.1086/685961

Session 8-9 Raudenbush.pdf

www.ipr.northwestern.edu/documents/required-reading/2014/Session%208-9%20Raudenbush.pdf

Methods for sample size determination in cluster randomized trials

academic.oup.com/ije/article/44/3/1051/632956