Statistics B.S.

The Department of Statistics is a nexus for statistical activity on Indiana University's Bloomington campus.

The B.S. in Statistics provides students with an education in the science of data and data analysis, including statistical theory, computational methods, and practical applications. It teaches students to think critically about quantitative methodologies and prepares them for careers that involve analyzing data from real-life problems. It also prepares students appropriately to pursue graduate studies in statistics and other disciplines.

The program introduces statistics as the science of data. Data are numbers with a context; the particular context that gave rise to the numbers is important. In addition to the knowledge of mathematics, you learn about the scientific disciplines that generate data of interest to understand and explain the observational studies or the statistical experiments in question. For example, statisticians calculate probabilities for DNA paternity tests; design clinical trials to study the effectiveness of new medications; study economic time series data, such as gross domestic product from developing countries in Africa; and develop statistical models of responses from fMRI psychological experiments.

Statistics has a coherent body of theory, which students of the field master. The statistics major requires ten core courses that focus on basic mathematics, mathematics for statistics, and statistics. You also take a minimum of three elective courses that concern the theory or practice of quantitative methodology, as well as a course in computer programming.

The department offers a variety of courses intended to accommodate a variety of backgrounds and interests. Several courses introduce elementary statistical methods, including courses specifically designed for business students and for students studying the life sciences. More advanced courses provide solid introductions to important methodologies, such as applied linear models and Bayesian theory and data analysis. The curriculum includes both applied courses, dedicated to practical methods for exploring and analyzing data, and theoretical courses, dedicated to the fundamental principles that underlie statistical methodology.

Prospective students are encouraged to contact the faculty and the academic advisor to learn more about the degree and the courses offered by the Department of Statistics.

The Department of Statistics also offers Minor in Statistics.


Getting started

Your starting points with the Statistics major are math and statistics courses:

• MATH-M 211 Calculus I
• MATH-M 212 Calculus II
• STAT-S 350 Introduction to Statistics

Those three courses provide you with the background knowledge needed for the advanced mathematical and statistical courses.

Typically, Statistics B.S. students complete MATH-M 211 and MATH-M 212 by the end of the first year, and STAT-S 350 in the fall semester of the second year.

Contact the advisor for more information.

Tracks and concentrations

While there are not any formal concentrations offered by the Department of Statistics, you can take additional upper level courses to further develop skills needed for specific careers and graduate programs. Contact your academic advisor to discuss these options.

Upper level coursework

The statistics major allows you to personalize the upper level curriculum with specialization in related courses. You are required to take advanced concentration electives in Statistics at the 400-level. Courses are available in areas such as data analysis, Bayesian theory, applied linear models, covariance structure analysis, time series analysis, and multilevel models. Consult with your academic advisor and faculty to discuss the best courses to suit your interests.

By the end of your senior year, you are required to take STAT-X 498 Statistical Consulting, which is regarded as a capstone course by the department. The class is led by a consultant who works at the Indiana Statistical Consulting Center (ISCC).

Commonly pursued majors, minors and certificates

With the help of your academic advisor, you may be able to combine several areas of interest with additional majors, minors, or certificates.

There are over 90 areas of study in the College of Arts and Sciences, any of which you could potentially add as an additional major, minor, or certificate.

Statistics students often complement their major with coursework in computer science, economics, mathematics, and natural science departments.

Statistics majors also commonly pursue minors or dual degrees offered by outside programs such as the Kelley School of Business and the School of Informatics and Computing. You should be aware that pursuing a minor or a second degree from an outside program can impact your timeline. A maximum of 20 outside hours are eligible to count toward the total hours required for the B.S. in Statistics. Discuss your options and goals with your academic advisor.

Enhance your major

Working with faculty

When pursuing a Statistics B.S. degree, you have the opportunity to work with faculty who have expertise and experience in the field. Take advantage of office hours to talk with your instructors about your performance in class, the content of readings and assignments, and how the course helps you work toward your goals.

You can get involved in research as early as your freshman year. Many incoming freshmen apply to the Arts and Sciences Undergraduate Research Experience (ASURE) program. ASURE students experience project-based learning enhanced by a community of supportive faculty and peers. Choose an ASURE path in the arts and humanities, social and historical studies, or natural and mathematical sciences. Consider joining one that will deepen your skills and knowledge in an area related to your major or a different one to become a more well-rounded thinker. 

As your interests develop, you might want to take STAT-X 490 Readings in Statistics. Talk with the Directors of Undergraduate Studies about this possibility. Such a project provides you with an excellent writing sample to include with your graduate school applications and/or professional portfolio.

Your required STAT-X 498 Statistical Consulting senior capstone class is led by a consultant who works at the Indiana Statistical Consulting Center (ISCC). Through the course and your interactions with professional consultants, you will develop effective consulting skills, including the ability to conduct of consulting sessions, engage in collaborative problem-solving, use professional resources, and prepare verbal and written reports. Interactions with clients will be coordinated by the ISCC.


High achieving students may be recognized for Academic Excellence in the College of Arts and Sciences, or be eligible for admission to the Hutton Honors College.

Undergraduate scholarships and awards

You may be eligible for a variety of scholarships and awards. These include:


Internships offer you a chance to develop both technical and transferable skills while making vital professional contacts with others in the field. Many students begin exploring internship opportunities, including overseas study programs with internships, as early as their freshman year.

Learn more about internships, including the possibility of receiving credit, through the Walter Center for Career Achievement, where you will find many resources for both domestic and international internships.

Foreign language study

As one of the premier institutions in the U.S. for the study of languages, IU Bloomington offers courses and resources in over 80 languages.

To fulfill the Foreign Language requirement for the Statistics B.S. degree, you must earn at least 3 credit hours at or above the second-year level of a single foreign language. However, you might consider establishing proficiency in a single foreign language through the second semester of the second year of college-level course work to fulfill the IUB GenEd World Languages and Cultures requirement. Also, if you decide to pursue a B.A. degree concurrently with the B.S. degree, you will need to establish that level of proficiency to fulfill the Foreign Language requirement for the B.A. degree.

Here is a sampling of language study resources available to students at IU Bloomington:

Overseas study

In an increasingly globalized world, study abroad is an important part of your undergraduate education. Many programs offer courses that can count toward your major and degree requirements, allowing you to stay on your desired timeline for graduation. Here are just some of the many options from which you can choose:

Learn more about study abroad opportunities and locations through conversation with your academic advisor and through the Office of Overseas Study.

Student groups

Getting involved with student groups grants you opportunities to further develop your leadership, communication, organizational, and teamwork skills.

As a statistics major, you might be especially interested in getting involved with the Statistics Club. Satistics majors may be also interested in Math Club or Economics Club.

If you are interested in the actuarial profession, you could check out the Actuarial Club.

The Women in STEM Living-Learning Center at IUB is home to a group of undergraduate women of all levels who are driven to achieve in the fields of science, technology, informatics, and mathematics (STIM).

Explore beINvolved to connect with any of the 750+ student organizations that already exist, or to start a new one.

Volunteer opportunities

There are numerous opportunities for volunteer engagement, allowing you to give back to the local community while gaining leadership experience and developing useful job skills such as communication, event planning, and teamwork .

Sign up to receive weekly e-mail messages from the Bloomington Volunteer Network to learn about local opportunities and organizations.

Professional organizations

Use the Indiana University Library system to search for Associations Unlimited, an online directory of associations, professional societies, non-profit organizations, and much more.

If you are interested in becoming a statistician, check out the American Statistical Association.


Build your skills

Through the major

The major in Statistics provides you with a set of analytical tools that amplify skills in other domains and are useful in and of themselves. As a statistics major you will learn to:

  • Perform data science techniques used in business and in the social, life, and physical sciences
  • Distinguish between competing approaches to solving statistical problems
  • Use statistical software to analyze big data sets
  • Apply ideas from probability and statistics to everyday life
  • Understand the importance of appropriate data and analysis and the dangers of using inappropriate data or models
  • Employ work habits that lead to accurate, reproducible work
  • Create graphics that help audiences comprehend data and statistical results
  • Communicate succinctly the key statistical ideas used in your work and the work of others

Through a College of Arts and Sciences degree

Your coursework provides many opportunities to develop the following abilities, as identified by the 11 Goals of the College of Arts and Sciences:

  • Achieve the genuine literacy required to read, listen, speak and write clearly and persuasively
  • Learn to think critically and creatively
  • Develop intellectual flexibility and breadth of mind
  • Discover ethical perspectives
  • Cultivate a critically informed appreciation of literature and the arts
  • Practice and apply scientific methods
  • Learn to reason quantitatively
  • Develop historical consciousness
  • Investigate and study the international community
  • Develop and practice communication skills in public settings and in the study of at least one foreign language
  • Pursue in-depth knowledge of at least one subject

Skills desired by employers

Each year, the National Association of Colleges and Employers asks employers what skills and qualities they are looking for in recent college graduates.

The following abilities are sought in the job market across many employment sectors:

  • Communicate effectively with persons both inside and outside the organization
  • Work in a team structure
  • Make decisions and solve problems
  • Plan, organize, and prioritize work
  • Obtain and process relevant information
  • Analyze quantitative data
  • Create and/or edit written reports
  • Obtain technical knowledge related to the job
  • Proficiency with computer software programs
  • Ability to persuade or influence others

As you explore various career fields, you should pay attention to specific job descriptions and requirements. If there are areas where your skills or knowledge are lacking, talk with your academic advisor and career coaches about how you can improve in those areas while you are at Indiana University.

Your academic advisor and career coach can also help you find ways to strengthen and deepen the knowledge you already have, becoming more prepared for whatever path you select after your college career.

Launch your career

Plan your search

A good starting point for exploring your career options is an appointment with your career coach.

The Walter Center for Career Achievement offers job search resources, career courses, job fairs, information about internships and full-time jobs, and help with social media networking through professional organizations. Get advice about how to write your resume, ask for letters of recommendation from faculty and workplace supervisors, and prepare for job interviews, too.

Explore and enroll in Career Communities to learn more about industries relevant to your interests. These offer unique information about each field, including alumni spotlights, opportunities and resources, and in-person events.

Maximize your career preparation with a career course. Statistics majors should consider enrolling in ASCS-Q296 College to Career II: Navigate Your Arts and Sciences Experience. The section dedicated to Natural and Mathematical Sciences provides the opportunity for you to explore the relationship between your field of study and life after graduation, while developing an academic and career development plan for post-collegiate success. If you are considering continuing your studies after graduation, you may wish to enroll instead in the section dedicated to graduate school preparation. Regardless of the section you select, you will leave the class with your resume, a cover letter or personal statement, and a LinkedIn profile ready to go!

The job market

Vast technological improvements in data collection have fueled a strong need for statisticians who can analyze and make meaning of the information gathered. Private and public organizations alike are interested in how data can improve the effectiveness of their operations.

The employment outlook is positive for students with a degree in Statistics. Students with the Statistics B.S. degree take their knowledge into a variety of career fields. They are well prepared to work in science, technology, finance, business, medicine, insurance, education, and social sciences sectors.

Graduates with the Statistics B.S. have become researchers, actuaries, financial analyst, account managers, budget analysts, auditors, meteorologists, purchasers, epidemiologists, venture capitalists, market research analysts, and educators.

Talk with Statistics faculty, your academic advisor, and other students to gain insights into the career paths taken by graduates of the Department of Statistics.

The Occupational Outlook Handbook from the Bureau of Labor Statistics offers career information about hundreds of occupations.

Post-graduate short-term experiences

The beginning of your post-graduate career might be an ideal time to explore an international internship or other short-term experience through organizations such as these:

Using these and other resources, your career coach can help you craft a unique post-graduate short-term experience, whether in the United States or abroad.

Fellowships for post-graduate study

Fellowships are temporary opportunities to conduct research, work in a field, or fund your education. Most opportunities can be found through universities, non-profits, and government organizations.

Good resources for finding fellowship opportunities include:

Graduate and professional study

When applying to graduate or professional schools, you will need letters of recommendation from faculty members who are familiar with your work. Make a practice of attending office hours early in your academic career to get to know your professors and discuss your options for advanced study in the field.

Students who pursue graduate studies in Statistical Sciences typically enter high level analyst positions in the public or private sector or seek employment at academic institutions that emphasize teaching, research, or both.

A Statistics B.S. degree will prepare you for entry into a graduate program in all areas of Statistical Science. Statistics B.S. graduates have pursued graduate degrees in Statistics, Computer Science, Economics, Mathematics, Psychology, Business, Education, and Public Policy, among others.

IU Bloomington offers a number of statistics-related graduate programs:

Alumni connections

The IU College of Arts and Sciences has thousands of active alumni. Check out the College Luminaries program, which connects students with the College's most influential, successful, and inspiring alumni.

Join the Walter Center Success Network to remain in touch, network directly with College of Arts and Sciences Alumni, and let others know where your path takes you.

Is it for you?

The Department of Statistics attracts students from a variety of backgrounds and interests. They typically have some of the following qualities:

  • Interest in solving problems using the big data sets central to modern business and science
  • Values versatile skills that can be used in a variety of jobs after graduation
  • Aptitude in mathematics
  • Enjoys reading about statistics in popular media
  • Desire to learn to use data to accurately predict and forecast
  • Appreciation of the ability to explain statistical results to wide audiences

Learn more

Contact the academic advisor for statistics and schedule an appointment to explore your options. Complete information about the requirements of the major can be found in the College of Arts and Sciences Bulletin.

Department website
Advisor email address