Function reference • EstimationTools

All functions

ALL_colosimo_table_4_1: Acute Lymphoblastic Leukemia, table 4.1

ALL_colosimo_table_4_3: Acute Lymphoblastic Leukemia, table 4.3

Fibers: Tensile strengths

NegInv_link(): Negative inverse link function (for estimation with maxlogL object)

TTTE_Analytical(): Empirical Total Time on Test (TTT), analytic version.

TTT_hazard_shape(): Hazard Shape estimation from TTT plot

bootstrap_maxlogL(): Bootstrap computation of standard error for maxlogL class objects.

coef(<maxlogL>) coefMany(): Extract Model Coefficients in a maxlogL Fits

cum_hazard.maxlogL(): Cumuative hazard function of a maxlogLreg model.

cum_hazard_fun(): Cumulative hazard functions for any distribution

expected_value(): Expected value of a given function for any distribution

expected_value.maxlogL(): Expected value of a maxlogLreg model.

gauss_quad(): Numerical integration through Gaussian Quadrature

half_norm_key(): Half normal key function

hazard_fun(): Hazard functions for any distribution

hazard_rate_key(): Hazard rate key function

head_neck_cancer: Head and neck cancer

integration(): Integration

interp.options(): Configure various aspects of interpolating function in TTT_hazard_shape

is.maxlogL() is.EmpiricalTTT() is.HazardShape() is.optimizer.config(): Is return of any object of EstimationTools?

legend.HazardShape(): Customize legend for plot.HazardShape outputs

loess.options(): Configure various aspects of LOESS in TTT_hazard_shape

log_link(): Logarithmic link function (for estimation with maxlogL object)

logit_link(): Logit link function (for estimation with maxlogL object)

maxlogL(): Maximum Likelihood Estimation for parametric distributions

maxlogLreg(): Maximum Likelihood Estimation for parametric linear regression models

plot(<EmpiricalTTT>): Plot method for EmpiricalTTT objects

plot(<HazardShape>): Plot of HazardShape objects

plot(<maxlogL>): Plot Residual Diagnostics for an maxlogL Object

predict(<maxlogL>): Predict Method for maxlogL Fits

print(<HazardShape>): Print method for HazardShape objects

reduction_cells: Reduction cells

residuals(<maxlogL>): Extract Residuals from maxlogL model.

set_optimizer(): Set custom optimizer in maxlogLreg

summary(<maxlogL>): Summarize Maximum Likelihood Estimation

summate(): Summation of One-Dimensional Functions

uniform_key(): Uniform key function