[图书][B] Theory of factorial design

CS Cheng - 2016 - api.taylorfrancis.com
Factorial designs are widely used in many scientific and industrial investigations. The
objective of this book is to provide a rigorous, systematic, and up-to-date treatment of the …

General minimum lower order confounding designs: an overview and a construction theory

R Zhang, Y Cheng - Journal of Statistical Planning and Inference, 2010 - Elsevier
For fractional factorial (FF) designs, Zhang et al.(2008) introduced a new pattern for
assessing regular designs, called aliased effect-number pattern (AENP), and based on the …

A THEORY ON CONSTRUCTING 2 n−m DESIGNS WITH GENERAL MINIMUM LOWER ORDER CONFOUNDING

P Li, S Zhao, R Zhang - Statistica Sinica, 2011 - JSTOR
When designing an experiment, it is important to choose a design that is optimal under
model uncertainty. The general minimum lower-order confounding (GMC) criterion can be …

Characterization of general minimum lower order confounding via complementary sets

R Zhang, R Mukerjee - Statistica Sinica, 2009 - JSTOR
With reference to regular fractions of general s-level factorials, we consider the design
criterion of general minimum lower order confounding (GMC) that aims, in an elaborate …

On construction of general minimum lower order confounding 2n− m designs with N/4+ 1≤ n≤ 9N/32

Y Cheng, R Zhang - Journal of Statistical Planning and Inference, 2010 - Elsevier
The construction of optimal 2n− m designs with N/4+ 1≤ n≤ 9N/32, where N= 2n− m is the
run size, and their comparison under different criteria have received significant attention in …

General minimum lower order confounding in block designs using complementary sets

R Zhang, R Mukerjee - Statistica Sinica, 2009 - JSTOR
We consider regular fractions of s-level factorials arranged in block designs. Optimal
designs are explored under the criterion of general minimum lower order confounding which …

Construction of blocked two-level regular designs with general minimum lower order confounding

S Zhao, P Li, R Zhang, R Karunamuni - Journal of Statistical Planning and …, 2013 - Elsevier
Zhang et al.(2008) proposed a general minimum lower order confounding (GMC for short)
criterion, which aims to select optimal factorial designs in a more elaborate and explicit …

Blocked two-level regular designs with general minimum lower order confounding

J Wei, P Li, R Zhang - Journal of Statistical Theory and Practice, 2014 - Springer
Blocked designs are widely used in experiments with heterogeneous experimental units. In
this article, we establish an optimality theory of blocked designs when the experimenter has …

Three‐level regular designs with general minimum lower‐order confounding

Z Li, T Zhang, R Zhang - Canadian Journal of Statistics, 2013 - Wiley Online Library
In this paper, we extend the general minimum lower‐order confounding (GMC) criterion to
the case of three‐level designs. First, we review the relationship between GMC and other …

Some theory for constructing general minimum lower order confounding designs

J Chen, MQ Liu - Statistica Sinica, 2011 - JSTOR
General minimum lower order confounding (GMC) is a newly proposed design criterion that
aims at keeping the lower order effects unaliased with one another to the extent possible …