Master of Science in Statistics (STEM)

at California State University - East Bay USA

Statistics is the science of learning from data. Majors study collecting and analyzing a variety of data, and reporting the results of the analysis.  Designs of Experiments are used to plan data collection in experimental settings, such as in medical research.  Surveys are used to collect opinions from samples in populations, such as in political polling.  Observational data is collected commonly by business as part of standard business processes, such as in website analytics.  Statistical methods are used to process data into easily read visual displays, and into summary statistics for interpretation, decision making, and reporting.

Statistics has been a rapidly growing science for many years and has many uses in other fields, such as Business Analytics, Machine Learning, Visualization, Econometrics, Biostatistics, Psychology, and many others.  Statistics is widely used by businesses and government organizations to understand changes in the economy and to make forecasts about future events based on past patterns in their data. Statistics is used to model relationships between variables and to predict future values of output variables from input variables.  Statistical methods draw accurate inferences about large groups on the basis of a representative sample from the group or population.  Descriptive Statistics are used to summarize and visualize the collected data.

The methodology of statistics can be adapted to many types of problems. Due to the extensive development of computers and the collection of large databases, the need for statistical techniques has greatly expanded in recent years.  A society like ours, which has become increasingly dependent on its data, has a growing need for statisticians.

The Environmental Studies Undergraduate Major is characterized by its focus on equitable, just, and sustainable environmental solutions. Environmental professionals who emerge from the program are generalists who can identify and synthesize the ecological, social, ethical, economic, technical, and behavioral dimensions of critical environmental problems. Using qualitative and quantitative problem-solving concepts, approaches, and tools, our students are prepared to synthesize and communicate appropriate environmental solutions.

Majors are typically involved in campus and community sustainability projects such as greenhouse gas assessment, water resource and sustainability assessment, climate action and sustainability planning, and urban restoration projects. The program engages actively in collaborations across the campus, locally, and internationally. The Major benefits by close association with the Geography Program, providing students access to training in the spatial analytical tools that can greatly leverage their expertise for careers as sustainability directors and environmental resource managers. The program also benefits from aggressive regional and state programs to promote environmental sustainability and social justice that make the San Francisco Bay Area a national hotspot for environmental careers.

The university offers the B.A. degree in English with three distinct concentrations: literature, creative writing, and English language and literacies.  The student seeking a degree must observe the general university requirements stated elsewhere in this catalog as well as the specific departmental requirements stated here.

The Department of Kinesiology offers programs focusing on fundamental analysis of sport, exercise and physical activity phenomena. The purpose of the Master of Science degree program is to give students a cross-disciplinary knowledge of kinesiology, develop their scholarly skills, and hone their professional application. The program serves as a terminal degree for professionals as well as preparation for those intending to complete a doctorate in Kinesiology or in one of the Allied Health Professions. Because most students are working professionals, graduate courses are offered during the evening hours.

The Liberal Studies Major aims to provide a rich liberal art educational experience through selected courses from a wide range of academic disciplines, while at the same time allowing students to select a field for in-depth study of their own interest.  The broad-based, interdisciplinary nature of Liberal Studies provides a solid well-rounded undergraduate educational experience, integrating knowledge from arts and humanities, social science, and natural sciences, with analytical and communication skills well suited for many careers and professions.

The major consists of a common core and a choice from seven concentrations, designed to meet diverse student interests and needs not only for school teaching, but also for leadership in government, non-profit organizations, and business, and for graduate education in law, counseling, social work and services, public affairs and administration, and educational leadership.

Geology is the study of the earth and of life and the natural processes occurring on the planet through time. Students learn about the causes of processes such as earthquakes, volcanoes, the formation of mountains, the effect of erosion and deposition, and the formation of rocks and minerals and their uses. Coursework combined with observations on field trips provide Cal State East Bay students with an understanding of natural processes and the human impact on the environment.

The Geology, B.A. program offers the student a greater degree of flexibility and may be more appropriate for those who do not plan to become certified professional geologists or pursue graduate study. Students wishing to do independent geological work professionally or plan on graduate study should enroll in the B.S. program; see the B.S. program in Geology in the Department of Earth and Environmental Sciences.

The Department of Earth and Environmental Sciences offers undergraduate study leading to the Bachelor of Science and Bachelor of Arts degrees in Geology, focusing on developing strong foundational knowledge and a broad set of field and laboratory skills in the Earth sciences.

The Art Department emphasizes study in our Bachelor of Fine Arts (B.F.A.) Program. This is a professional degree that offers students the opportunity to develop greater expertise through comprehensive and intensive study in a specific area of art or design - a program that leads to successful careers in the visual art and design industries. Students who intend to pursue graduate studies or advanced skills for a professional career typically choose the B.F.A degree.

The B.F.A. professional concentrations require 70 units of study in the Department to complete the major.  There is no application procedure to enter the Bachelor of Fine Arts program beyond declaring as a B.F.A. student with a specific concentration.  The concentrations are listed below under major requirements.

Video & Animation Concentration
Based on a broad range of critical, conceptual, and production courses in the Video and Animation concentration, students create artworks that give expression to their ideas while engaging their audiences whether it is on monitors, theater screens, hand-held devices, or installations.  Students’ interests and films range from traditional to experimental, fictional to factual, and simply entertaining to highly conceptual. Upon graduation, students are prepared for further study in a graduate program or for entry into the work force.

This degree program, offered through the Department of Biological Sciences and the Department of Earth and Environmental Sciences, provides the opportunity for students to acquire a practical and theoretical education in the marine sciences to prepare them for careers as marine specialists, scientists, and teachers. The program at Moss Landing provides interdepartmental work and a field facility for advanced study in the marine sciences which cannot be duplicated on the Cal State East Bay campus.

Program Learning Outcomes
Students graduating with an M.S.in Marine Science from Cal State East Bay will be able to:

• Demonstrate an understanding of fundamental concepts in a particular category of oceanography and marine science and
  • be able to synthesize and integrate across all of these fields, yet achieve a depth of understanding in the student’s individual specialty or field of study (MLML specialties include Physical Oceanography, Biological Oceanography, Chemical Oceanography, Geological Oceanography, Marine Phycology, Marine Ichthyology, Marine Turtle, Bird and Mammal Ecology, and Marine Invertebrate Zoology.)
• Demonstrate the ability to critically analyze scientific research, whether the student’s own research, or that performed by others.
• Pose relevant scientific hypotheses or questions that may then serve to guide thesis research.
• Demonstrate proficiency in the design and implementation of experiments or data collection methodologies to address specific hypotheses/questions.
• Master the skills and tools of data collection and analysis (including analytical and statistical techniques as appropriate) specific to the student’s scientific field of study.
• Demonstrate the ability to place ones own research within the larger context of relevant field of scientific study and to clearly identify the implications of this research for that field.
• Demonstrate proficiency in oral and written communication by being able to present research clearly and concisely. This includes thoughtful and thorough oral and written presentation of their thesis and their responses to questions. 

The M.B.A. program supports students’ career advancement by preparing them for positions of leadership in an increasingly diverse and globally competitive economy. The program is centered on the rigorous knowledge of the basic functional areas of business, an appreciation of management challenges in a global context, and opportunities to develop students’ interpersonal and executive leadership skills. It also enables students to deepen and broaden their knowledge and skills through elective courses in an area of concentration. The program offers a range of formats to cater to the needs of full and part time students and students seeking an executive style MBA.

The master’s degree in Multimedia is a unique interdisciplinary program at the intersection of interactive content development and interaction design. The program emphasizes the creative and technical aspects of current and emerging technology and its use in creating, controlling, delivering, and presenting compelling content in an interactive form. This degree draws upon elements from a number of fields including art, journalism, computer science, psychology, and telecommunications.

The master’s degree in Multimedia focuses on Interaction Design,  the creation of interactive applications and objects as part of designed user experience.

The Multimedia graduate program embraces industry skills and practices by emphasizing teamwork and project-oriented goals. Students learn the skills needed to adapt quickly to new environments - a valuable asset for any profession. Because multimedia is a rapidly developing and rapidly changing field, the program focuses as much on the enduring creative process as on the transient technology.

The Multimedia master’s is a two-year degree program. Most coursework is offered in the evening. During the first year, students develop a theoretical foundation in multimedia technology, enhance their creative skills and learn to work effectively in teams. During the second year, small teams of students with various backgrounds and talents create innovative, professional-quality interactive multimedia projects. Ideas for group projects can originate from students, faculty or external sources. Many of the program’s student projects have won national and international awards.

Students in the Multimedia graduate program enjoy a number of benefits including small student-teacher ratios and a dedicated interdisciplinary faculty. Thesis project students have 24-hour access to their own professional-quality multimedia production studio. These facilities are well equipped and maintained with the latest technology.