(Formerly MTH/SDS 220). An application-oriented introduction to modern statistical inference: study design, descriptive statistics; random variables; probability and sampling distributions; point and interval estimates; hypothesis tests, resampling procedures and multiple regression. A wide variety of applications from the natural and social sciences are used. Classes meet for lecture/discussion and for a required laboratory that emphasizes analysis of real data. SDS 220 satisfies the basic requirement for biological science, engineering, environmental science, neuroscience and psychology.

(Formerly MTH/SDS 220). An application-oriented introduction to modern statistical inference: study design, descriptive statistics; random variables; probability and sampling distributions; point and interval estimates; hypothesis tests, resampling procedures and multiple regression. A wide variety of applications from the natural and social sciences are used. Classes meet for lecture/discussion and for a required laboratory that emphasizes analysis of real data. SDS 220 satisfies the basic requirement for biological science, engineering, environmental science, neuroscience and psychology.

(Formerly MTH/SDS 220). An application-oriented introduction to modern statistical inference: study design, descriptive statistics; random variables; probability and sampling distributions; point and interval estimates; hypothesis tests, resampling procedures and multiple regression. A wide variety of applications from the natural and social sciences are used. Classes meet for lecture/discussion and for a required laboratory that emphasizes analysis of real data. SDS 220 satisfies the basic requirement for biological science, engineering, environmental science, neuroscience and psychology.

(Formerly MTH/PSY 201). An overview of the statistical methods needed for undergraduate research emphasizing methods for data collection, data description and statistical inference including an introduction to study design, confidence intervals, testing hypotheses, analysis of variance and regression analysis. Techniques for analyzing both quantitative and categorical data are discussed. Applications are emphasized, and students use R for data analysis. Classes meet for lecture/discussion and a required laboratory that emphasizes the analysis of real data.

(Formerly MTH/PSY 201). An overview of the statistical methods needed for undergraduate research emphasizing methods for data collection, data description and statistical inference including an introduction to study design, confidence intervals, testing hypotheses, analysis of variance and regression analysis. Techniques for analyzing both quantitative and categorical data are discussed. Applications are emphasized, and students use R for data analysis. Classes meet for lecture/discussion and a required laboratory that emphasizes the analysis of real data.

(Formerly MTH/PSY 201). An overview of the statistical methods needed for undergraduate research emphasizing methods for data collection, data description and statistical inference including an introduction to study design, confidence intervals, testing hypotheses, analysis of variance and regression analysis. Techniques for analyzing both quantitative and categorical data are discussed. Applications are emphasized, and students use R for data analysis. Classes meet for lecture/discussion and a required laboratory that emphasizes the analysis of real data.

Advanced exploration of contemporary photographic techniques and concepts. Students work on assigned and self-directed projects using various analog and digital techniques, studio lighting, large-format printing, and interdisciplinary approaches. Core studio materials are provided. Students are responsible for the purchase of additional supplies required for individual projects. Enrollment limited to 15. Prerequisites: ARS 282 and permission of the instructor.

Advanced problems in drawing, including emphasis on technique and conceptualization. The focus of this course shifts annually to reflect the technical and ideational perspective of the faculty member teaching it. Core studio materials are provided. Students are responsible for the purchase of additional supplies required for individual projects. Enrollment limited to 15. Prerequisite: ARS 163 and ARS 264.

Advanced problems in painting. Emphasis on thematic self direction and group critical analysis. Core studio materials are provided. Students are responsible for the purchase of additional supplies required for individual projects. Enrollment limited to 12.Prerequisites: ARS 362 and permission of the instructor.

Introduction to the printmaking technique of hand-drawn lithography and photographic halftone lithography using Adobe Photoshop. May be repeated once for credit. Core studio materials are provided. Students are responsible for the purchase of additional supplies required for individual projects. Enrollment limited to 12. Prerequisite: ARS 163, or permission of the instructor.