gen_data_dual: gen_data_dual

Description Usage Arguments Value

View source: R/gen_data.R

Description

Generate data for a dual trajectory model

Usage

1
2
gen_data_dual(N, T1, T2, pi1, pi2, beta1, beta2, sigma1, sigma2,
  poly = 1, scale = FALSE)

Arguments

N:

Integer, number of tandems

T1:

Integer, number of time periods in series 1

T2:

Integer, number of time periods in series 2

pi1:

Vector, probability of being assigned to each group in series 1

pi2:

Matrix, transition matrix. Row j is the transition probabilities for when the series 1 group is j

beta1:

Matrix, coefficients for each group in series 1

beta2:

Matrix, coefficients for each group in series 2

sigma1:

Float, variance for outcomes in series 1

sigma2:

Float, variance for outcomes in series 2

scale:

Boolean, TRUE to scale design matrix

Value

List:
X1: Matrix, dataset for series 1
X2: Matrix, dataset for series 2
Y1: Vector, outcomes for series 1
Y2: Vector, outcomes for series 2


jtm508/bayestraj documentation built on May 5, 2020, 12:48 p.m.