First Year	Second Year	Third Year	Fourth Year
Winter Term: Sept. – Dec	Winter Term: Sept. – Dec	Winter Term: Sept. – Dec	Winter Term: Sept. – Dec
Intro to Micro Econ (3) Mathematics I (3) Statistics I (3) Applications of Information Communication Technologies (ICT- Computing I ) (3) Communication Skills (3) Islamic Studies*(2) Ideology and Constitution of Pakistan/ Studio Arts *(2)	Environmental Science: Intro(3) Probability and Probability Distributions I Experimental Design I Entrepreneurship*(2) Sociology/Psychology(2)	Sampling Techniques I Probability and Probability Distribution II Introduction to Decision Analysis Time Series Analysis and Forecasting	Research Methods Econometrics II Experimental Design II Data analysis and Statistical Methods
Spring Term: Jan. – May	Spring Term: Jan. – May	Spring Term: Jan. – May	Spring Term: Jan. – May
Intro to Macro Economics (3) Mathematics II (3) Statistics II (3) Computing for Business & Economics II (3) Academic Writing (3) Financial Accounting I Studio Arts/ Ideology and Constitution of Pakistan*(2)	Statistical Inference I Total Quality Management Stochastic Processes and Applications Statistical Computer Packages Civics and Community Engagement*(2)	Sampling Techniques II Non-Parametric Statistics Statistical Inference II Econometrics I	Business Analytics Data Mining and Machine Learning Methodsg Pakistan Economy*(2) Research Project (3) Multivariate Techniques
		Summer Term: June – Aug
		Applied Statistical Field Assignment and Report (Internship)(3)

Length of BS Major in Statistics programme and Graduation Requirements: The BS Major in Statistics and
Minor in Data Analytics Programme is a 4 year degree programme requiring completion of a minimum of 141 credit hours. A CGPA of 2.0 is required to graduate from the programme.
Credit Hours: All courses are 4 credit hours each except course indicated as (3 credit hours) and (2 credit hours).
Academic Year: The academic year consists of 2 Semesters (Winter, Spring) and an optional Summer Term for deficiency/ failure/repetition courses.The Winter Semester from September - December and Spring Semester from January – May consist of 16-18 weeks each including one week for Mid Semester Exams and one week for Final Semester Exams. The optional Summer Term for deficiency/failure/repetition courses will be from June – August for 9-11 weeks.
Course Load: Students can take a maximum of 21 credit hours during the regular winter and spring semesters and a maximum of 8 credit hours in the optional Summer Term for deficiency/failure/repetition courses. The maximum number of total credit hours excluding deficiency/failure/repetition courses may not exceed 42 credit hours in an academic year. The Research Method Course and Research Project in the fourth year cannot be advanced to an earlier semester.
Internship In order to graduate students will be required to complete an Applied Statistics Field Assignment and Report (Internship) (3 credit hours) at least 6-8 weeks in duration which is to be taken in any Summer Term.
Entrance Requirements: Admission into the Lahore School’s Bachelors Programmes is regulated through i) SAT I (1200 with minimum 600 mathematics) or Lahore School Entrance Examination and ii) interview process. Entrance requirements for the Bachelors Programmes are 12-13 years of formal schooling with a maximum of one gap year with the following certifications: (i) Matric and Intermediate with at least 60% marks (ii) American High School Diploma with IBCC equivalence of 60%. (iii) International Baccalaureate with IBCC equivalence of 60%. (iv) GCE ‘O’ Level passes in 8 subjects and A level in three principal subjects with IBCC equivalence of 60%. No credit in A Level will be given for any Advanced Subsidiary or General Paper or any other half credit course. Candidates awaiting final result can also apply subject to the condition that they submit their A Level / FA / FSc and High School result soon after their declaration in August. An equivalence certificate will be required for O-Level / American High School Diploma / International Baccalaureate and A-Level from IBCC.

The Lahore School of Economics has the right to make modifications in its Policies including Admission Policies, Fees, Courses, Course Sequence, Seminar, Tutorial and Graduation requirements for any Undergraduate/ Graduate Programme