ABSTRACT

With the conceptual introduction in Chapter 3, we now come to more detailed

discussion on meta-analysis for a specific data type. The first and probably

most commonly seen meta-analysis is of binary or binomial data where the

number of successes are considered in a sequence of independent studies each

of which has success with probability p. We begin this chapter with two real

datasets in Section 4.1 and then describe the meta-analysis models associated

with this type of data in Section 4.2 with step-by-step R implementation using

the first dataset. The second dataset will be used in Section 4.3 to illustrate

the application of R package meta corresponding to the meta-analysis methods

detailed in Section 4.2 with discussion in Section 4.4.