Semiparametric models offer more flexibility than fully parametric models in economics. They combine finite and infinite components, allowing for better estimation of data. Semiparametric regression models are especially popular. Two-step semiparametric estimators are commonly used and have reliable convergence rates. Researchers have also explored sieve-based estimators and semiparametric efficiency in this field.