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This function uses input parameters to simulate expression for all regions.

Usage

Use_scDesign2(
  ppp.obj,
  model_params,
  expr,
  region = NULLL,
  depth_simu_ref_ratio = 1,
  sim_method = c("copula", "ind"),
  region_specific_model = NULL,
  seed
)

Arguments

ppp.obj

Cells as points on a spatial map for all regions.

model_params

Provide model parameters including marginal distributions and copula (if not NULL).

expr

Gene expression (count) in reference data.

region

Cell regions in reference data.

depth_simu_ref_ratio

Relative sequencing depth in comparison of reference data.

sim_method

Simulate independent genes using'ind' or correlated genes using 'copula'.

region_specific_model

Whether estimation model differ in different regions.

seed

Seed

Value

Simulated expression count data for all cells in all regions.