Man pages for paulsavala/nebcs
NEBCS data loading, processing and analysis
| calculate_rho | Calculate scaling parameter so that the max value is no more... |
| cor_mat | Make a correlation matrix with lower diagonal masked (for... |
| count_na | Returns number of rows with NA values in any of the cols... |
| euc_dist | Euclidean distance function |
| fill_missing_cigdur | Fill missing smoking values for each CIG_CAT |
| fill_na | Fill rows with NA with the mean or median of the column |
| get_case_cntl | Get a data frame with just the PID and CASE_CNTL values |
| get_health_cols | Returns health column names |
| get_pollutant_cols | Returns pollutant columns |
| group_pollutant_cols | Returns named list of pollutant column names, grouped by... |
| hello | Hello, World! |
| load_data | Load the cleaned and jittered data. Optionally do various... |
| make_dist_mat | Given a data frame or matrix where the first column... |
| make_knots | Choose knots according to a swapping algorithm. Uses... |
| matern | Matern function |
| mdr | Perform multifactor dimension reduction (MDR) on the data.... |
| onehot | One-hot categorical columns |
| pipe | Pipe operator |
| powerset | Calculate the powerset of a list or similar object. Source:... |
| predict_spca | Reduce dimensions of new data using the model from spca().... |
| remove_na | Remove rows with NA values in any of the requested columns |
| spca | Perform supervised principal component analysis (SPCA) on the... |
| train_test_split | Train-test split by person, so that no person shows up in... |
| wqs | Wrapper function for gWQS. All parameters are passed directly... |
