Design of Experiments (DoE) & Analysis of Experimental Data - CRAN Task View

acebayes

Optimal Bayesian Experimental Design using the ACE Algorithm

Version 1.10

BatchExperiments

Statistical Experiments on Batch Computing Clusters

Version 1.4.3

agricolae

Statistical Procedures for Agricultural Research

Version 1.3-7

agridat

Agricultural Datasets

Version 1.24

ALTopt

Optimal Experimental Designs for Accelerated Life Testing

Version 0.1.2

asd

Simulations for Adaptive Seamless Designs

Version 2.2

bcrm

Bayesian Continual Reassessment Method for Phase I Dose-Escalation Tri...

Version 0.5.4

BHH2

Useful Functions for Box, Hunter and Hunter II

Version 2016.05.31

binseqtest

Exact Binary Sequential Designs and Analysis

Version 1.0.4

BOIN

Bayesian Optimal INterval (BOIN) Design for Single-Agent and Drug- Com...

Version 2.7.2

pipe.design

Dual-Agent Dose Escalation for Phase I Trials using the PIPE Design

Version 0.5.1

BsMD

Bayes Screening and Model Discrimination

Version 2023.920

choiceDes

Design Functions for Choice Studies

Version 0.9-3

CombinS

Construction Methods of some Series of PBIB Designs

Version 1.1-1

conf.design

Construction of factorial designs

Version 2.0.0

crossdes

Construction of Crossover Designs

Version 1.1-2

Crossover

Analysis and Search of Crossover Designs

Version 0.1-22

daewr

Design and Analysis of Experiments with R

Version 1.2-11

designmatch

Matched Samples that are Balanced and Representative by Design

Version 0.5.4

desirability

Function Optimization and Ranking via Desirability Functions

Version 2.1

desplot

Plotting Field Plans for Agricultural Experiments

Version 1.10

dfcrm

Dose-Finding by the Continual Reassessment Method

Version 0.2-2.1

dfcomb

Phase I/II Adaptive Dose-Finding Design for Combination Studies

Version 3.1-4

dfmta

Phase I/II Adaptive Dose-Finding Design for MTA

Version 1.7-6

DiceDesign

Designs of Computer Experiments

Version 1.10

DiceEval

Construction and Evaluation of Metamodels

Version 1.6.1

DiceKriging

Kriging Methods for Computer Experiments

Version 1.6.0

docopulae

Optimal Designs for Copula Models

Version 0.4.0

DoE.base

Full Factorials, Orthogonal Arrays and Base Utilities for DoE Packages

Version 1.2-4

DoE.MIParray

Creation of Arrays by Mixed Integer Programming

Version 1.0-1

DoE.wrapper

Wrapper Package for Design of Experiments Functionality

Version 0.12

DoseFinding

Planning and Analyzing Dose Finding Experiments

Version 1.2-1

easypower

Sample Size Estimation for Experimental Designs

Version 1.0.2

JMdesign

Joint Modeling of Longitudinal and Survival Data - Power Calculation

Version 1.5

EngrExpt

Data sets from "Introductory Statistics for Engineering Experimentatio...

Version 0.1-8

experiment

R Package for Designing and Analyzing Randomized Experiments

Version 1.2.1

ph2bayes

Bayesian Single-Arm Phase II Designs

Version 0.0.2

ph2bye

Phase II Clinical Trial Design Using Bayesian Methods

Version 0.1.4

ez

Easy Analysis and Visualization of Factorial Experiments

Version 4.4-0

FMC

Factorial Experiments with Minimum Level Changes

Version 1.0.1

FrF2

Fractional Factorial Designs with 2-Level Factors

Version 2.3-3

FrF2.catlg128

Catalogues of Resolution IV 128 Run 2-Level Fractional Factorials Up t...

Version 1.2-3

geospt

Geostatistical Analysis and Design of Optimal Spatial Sampling Network...

Version 1.0-4

ICAOD

Optimal Designs for Nonlinear Statistical Models by Imperialist Compet...

Version 1.0.1

ibd

Incomplete Block Designs

Version 1.6

idefix

Efficient Designs for Discrete Choice Experiments

Version 1.0.3

seqDesign

Simulation and Group Sequential Monitoring of Randomized Two-Stage Tre...

Version 1.2

GAD

Analysis of Variance from General Principles

Version 2.0

MaxPro

Maximum Projection Designs

Version 4.1-2

MBHdesign

Spatial Designs for Ecological and Environmental Surveys

Version 2.3.15

minimalRSD

Minimally Changed CCD and BBD

Version 1.0.0

OptimaRegion

Confidence Regions for Optima of Response Surfaces

Version 1.2

mixexp

Design and Analysis of Mixture Experiments

Version 1.2.7.1

mkssd

Efficient Multi-Level k-Circulant Supersaturated Designs

Version 1.2

mxkssd

Efficient Mixed-Level k-Circulant Supersaturated Designs

Version 1.2

dae

Functions Useful in the Design and ANOVA of Experiments

Version 3.2.30

odr

Optimal Design and Statistical Power for Experimental Studies Investig...

Version 1.4.4

OPDOE

Optimal Design of Experiments

Version 1.0-10

optbdmaeAT

Optimal Block Designs for Two-Colour cDNA Microarray Experiments

Version 1.0.1

OptGS

Near-Optimal Group-Sequential Designs for Continuous Outcomes

Version 1.2

OptimalDesign

A Toolbox for Computing Efficient Designs of Experiments

Version 1.0.1

optrcdmaeAT

Optimal Row-Column Designs for Two-Colour cDNA Microarray Experiments

Version 1.0.0

osDesign

Design, Planning and Analysis of Observational Studies

Version 1.8

PBIBD

Partially Balanced Incomplete Block Designs

Version 1.3

PGM2

Nested Resolvable Designs and their Associated Uniform Designs

Version 1.0-1

pid

Process Improvement using Data

Version 0.50

plgp

Particle Learning of Gaussian Processes

Version 1.1-12

powerbydesign

Power Estimates for ANOVA Designs

Version 1.0.5

powerGWASinteraction

Power Calculations for GxE and GxG Interactions for GWAS

Version 1.1.3

vdg

Variance Dispersion Graphs and Fraction of Design Space Plots

Version 1.2.3

skpr

Design of Experiments Suite: Generate and Evaluate Optimal Designs

Version 1.7.1

SensoMineR

Sensory Data Analysis

Version 1.27

support.CEs

Basic Functions for Supporting an Implementation of Choice Experiments

Version 0.7-0

RcmdrPlugin.DoE

R Commander Plugin for (Industrial) Design of Experiments

Version 0.12-6

SOAs

Creation of Stratum Orthogonal Arrays

Version 1.4

unrepx

Analysis and Graphics for Unreplicated Experiments

Version 1.0-2

ssize.fdr

Sample Size Calculations for Microarray Experiments

Version 1.3

sp23design

Design and Simulation of Seamless Phase II-III Clinical Trials

Version 0.9-1

simrel

Simulation of Multivariate Linear Model Data

Version 2.1.0

ssizeRNA

Sample Size Calculation for RNA-Seq Experimental Design

Version 1.3.2

rsurface

Design of Rotatable Central Composite Experiments and Response Surface...

Version 1.1.0

sFFLHD

Sequential Full Factorial-Based Latin Hypercube Design

Version 0.1.2

soptdmaeA

Sequential Optimal Designs for Two-Colour cDNA Microarray Experiments

Version 1.0.0

TEQR

Target Equivalence Range Design

Version 6.0-0

rodd

Optimal Discriminating Designs

Version 0.2-1

RPPairwiseDesign

Resolvable partially pairwise balanced design and Space-filling design...

Version 1.0

SLHD

Maximin-Distance (Sliced) Latin Hypercube Designs

Version 2.1-1

GroupSeq

Group Sequential Design Probabilities - With Graphical User Interface

Version 1.4.3

AlgDesign

Algorithmic Experimental Design

Version 1.2.1.1

dynaTree

Dynamic Trees for Learning and Design

Version 1.2-17

rsm

Response-Surface Analysis

Version 2.10.5

crmPack

Object-Oriented Implementation of CRM Designs

Version 1.0.6

MAMS

Designing Multi-Arm Multi-Stage Studies

Version 3.0.0

lhs

Latin Hypercube Samples

Version 1.2.0

gsDesign

Group Sequential Design

Version 3.6.5

PopED

Population (and Individual) Optimal Experimental Design

Version 0.7.0

PwrGSD

Power in a Group Sequential Design

Version 2.3.8

tgp

Bayesian Treed Gaussian Process Models

Version 2.4-23

OBsMD

Objective Bayesian Model Discrimination in Follow-Up Designs

Version 12.0

DiceView

Methods for Visualization of Computer Experiments Design and Surrogate

Version 3.1-0