\begin{abstract} In this dissertation, a computational analysis of Turkish in the Government-Binding (GB) domain has been realized. The first principles and parameters (P\&P) parser for Turkish has been developed by using a P\&P development environment, namely PAPPI system. The language-specific and universal features of Turkish have been investigated and the values of Universal Grammar (UG) parameters for Turkish have been determined. All major syntactical structures and many interesting features of Turkish, including the embedded sentences, passivization, causativization, questions, pro-drop, complement-drop, empty categories and anaphors, have been analysed and explained by the interaction of universal principles in P\&P framework. Thus, the parser achieves a substantial linguistic coverage. This thesis also attempts a GB analysis of word order variation in Turkish. Pragmatic functions (topic, focus, background) are associated with syntactic positions in Turkish. The interconnection between two independent systems of (subject, direct\_object, indirect\_object) and (topic, focus, background) has been investigated, and a new X-bar structure in which particular structural positions are associated with topic, focus, and background has been discussed. The effects of scrambling on binding and quantifier scopes have also been considered. During the analysis, the existing mechanisms of UG have been utilized and it has been tried to obey all universal principles. However, it is needed to re-evaluate, extend or override the universal principles in some cases. This research provides a supporting evidence and a critical evaluation for GB's conception of UG. \end{abstract}