Man pages for strategicdataproject/OpenSDPsynthR
Package to generate synthetic data for the OpenSDP Project
| age_calc | Function to calculate age from date of birth. |
| assert | Simple error assertions |
| assign_baseline | Append baseline data to initial data |
| assign_grade | Assign student a grade |
| assign_hs_outcomes | Assign high school outcomes |
| assign_schools | Assign student enrollment spells to a school ID |
| better_sim.lm | Generate simulated predictions from a linear model that... |
| ceds_cleaner | CEDS oputput function |
| cond_prob | Generate conditional probabilities by group |
| convert_grade | Convert auto-generated grades to better grades |
| diag_offset | Offset the diagonal values of a matrix |
| expand_grid_df | Expand dataframe into a complete grid |
| fit_series | Identify the parameters that define a series of binary... |
| gamma_GK | Estimate the Goodman and Kruskal gamma statistic |
| gen_annual_gpa | Generate annual GPA sequence for students based on final GPA |
| gen_annual_status | Generate annual status trajectories per student |
| gen_assess | Generate an assessment table |
| gen_credits | Generate credit sequence for students based on their final... |
| gen_gpa | Generate a final GPA for students |
| gen_grad | Generate a high school graduation for students |
| gen_hs_annual | Generate annual HS outcomes |
| gen_initial_status | Generate initial student status indicators |
| gen_nsc | Generate postsecondary institutions |
| gen_ontrack | Calculate on_track based on credits |
| gen_outcome_model | Generate data for a multilevel outcome |
| gen_ps | Generate postsecondary enrollment outcome |
| gen_ps_enrollment | Generate a student-year long table of postsecondary... |
| gen_schools | Generate a roster of schools to assign students to |
| gen_students | Generate student-level attributes |
| gen_student_years | Generate annual student observations |
| get_baseline | Function to load in SDP default baseline data |
| get_code_values | Get values of codes from the CEDS Crosswalk List |
| get_sim_groupvars | Get grouping variables |
| grade_transitions | Generate a grade advancement transition matrix |
| group_rescale | Rescaling variables in groups |
| make_binary_series | Create an autocorrelated binary series |
| make_inds | Append indicator variables to a data frame based on a single... |
| make_markov_series | Create a series of binary variables based on a transition... |
| map_CEDS | Map to and from CEDS column names |
| markov_cond_list | Compute conditional Markov sequences in a pipeline |
| m_sum | Sum matrix elements in a list |
| namedList | Create a named list |
| num_clip | Clip a vector to be between a minimum and a maximum |
| num_grade | Convert a character representation of grades to numeric |
| OpenSDPsynthR | OpenSDPsynthR |
| rand_vect_cont | Generate positive random numbers that sum to a value |
| recode_credits | Recode numeric data into plausible credit data |
| recode_options | Recode options |
| rescale | Reliabily rescale numerics with missingness |
| rescale_gpa | Rescale scaled GPA to be on 0-4 scale |
| school_transitions | Generate a random transition matrix for school enrollments |
| sdp_cleaner | Convert a population simulation into an analysis file |
| sim_control | Set control parameters for simulated data |
| simpop | Grand simulation |
| tidy_sequence | Tidy a two-state markov sequence for output |
| tm_convert | Covnert a matrix to a row-wise transition matrix |
| unscale | Unscale a scaled variable |
| validate_probability_list | Validate probability list formatting and structure |
| validate_sim_parameter | Validate outcome simulation list formatting and structure |
| zeroNA | Convert NA values to 0 in a vector |
