A quantile is an element at a certain rank in the dataset after sort. In classic methods of computing φ-quantile over a dataset of size N, where float φ ∈ (0, 1), first we sort all elements and then ...

Quantile Regression without inverse-normal-transformation. python eQTL_mapping.py data/expr_TPM.csv data/covariates.csv data/variant_genotype.csv output/test_output.txt --model QuantReg OLS with ...

For example, let us have data on cars and we need to predict the millage using our model. Then in Exploratory Data Analysis, using pair plot we can know what are variables influencing the millage.