Experimental design techniques involve controlling variables to measure their effects. There are three main types of designs: pre-experimental (no control group), quasi-experimental (no random assignment), and true experimental (control group, random assignment, manipulation). True experiments allow cause-and-effect conclusions through statistical analysis and include variations like post-test only, pre-test post-test, and Solomon four-group designs. Factorial designs test multiple hypotheses simultaneously by manipulating multiple independent variables. Randomized block and cross-over designs help control for differences between subjects. The goal is to draw valid conclusions about variable relationships through controlled experimentation.