Index

2024-06-30 - De-biasing standard deviation estimators
2023-05-21 - sntn: A package to support data carving
2023-03-20 - Using ESMFold to predict Cystic Fibrosis outcomes
2023-01-26 - Can a fine-tuned GPT-3 write univocalic poems (Eunoia-style)?
2023-01-06 - Fine tuning GPT-3 to sound like a podcast host
2022-09-12 - paranet: Parametric survival models with elastic net regularization
2022-03-19 - trialML: Preparing a machine learning model for a statistical trial
2022-03-08 - SurvSet: An open-source time-to-event dataset repository
2022-02-01 - Statistically validating a model for a point on the ROC curve
2022-01-09 - Computational tools to support enciphered poetry
2021-11-12 - Understanding the fragility index
2021-09-30 - Using a modified Hausman likelihood to adjust for binary label error
2021-06-27 - Shorting the Canadian housing market with REITs
2021-05-24 - The sum of a normal and a truncated normal
2021-04-11 - A case of matching methods being poorly suited to analysing harm reduction policies
2021-03-06 - Vectorizing t-tests and F-tests for unequal variances
2021-02-08 - An analysis of neighbourhood level population changes in Toronto and Vancouver
2021-01-27 - Confidence interval approximations for the AUROC
2020-11-25 - Canadian cancer statistics - a mixed story
2020-11-21 - Running a statistical trial for a machine learning regression model
2020-09-12 - Implementing the bias-corrected and accelerated bootstrap in Python
2020-07-11 - A winner's curse adjustment for a single test statistic
2020-06-27 - Preparing a binary classifier for a statistical trial
2020-04-07 - Pediatric incubation time for COVID-19 using CORD-19 data
2020-03-24 - AI Deployment Symposium
2020-02-04 - Direct AUROC optimization with PyTorch
2019-10-19 - Ordinal regression using the threshold approach from scratch
2019-06-15 - Elastic Net Exponential model for censored data
2019-04-23 - The HRT for mixed data types (Python implementation)
2019-03-09 - Parameter inference through black box predictions: the Holdout Randomization Test (HRT)
2019-01-11 - Linear time AUC optimization
2018-08-22 - A convex approximation of the concordance index (C-index)
2018-06-08 - Building an Elastic-Net Cox Model with Time-Dependent covariates
2018-04-02 - Building a survival-neuralnet from scratch in base R
2018-03-14 - Stratified survival analysis as a form of multitask/transfer learning
2018-03-03 - Gradient descent for the elastic net Cox-PH model
2018-02-07 - OLS under covariate shift
2018-01-23 - Trade-offs in apportioning training, validation, and test sets
2018-01-03 - Selective Inference: A useful technique for high-throughput biology
2017-12-09 - Theoretical properties of the Lasso: avoiding CV in high-dimensional datasets
2017-11-02 - Hyperparameter learning via bi-level optimization
2017-04-15 - Logistic regression from A to Z
2017-04-13 - Adjusting survival curves with inverse probability weights
2017-02-28 - Using quadratic programming to solve L1-norm regularization
2017-02-26 - Cancer classification using plasma cirDNA: A small N and large p environment
2017-02-13 - Machine learning and causal inference
2017-01-24 - Delta method
2017-01-23 - Introduction to R and Bioconductor
2017-01-16 - Cure models, genomic data, and the TCGA dataset
2017-01-12 - Introduction to survival analysis
2017-01-03 - miRNA data for species classification
2016-12-28 - Batch effects
2016-12-23 - Ridge regression
2016-12-22 - RMarkdown+Jekyll