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1 | Methods and Stats Courses at USC | |||||||||||||||||||||||||
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3 | Political Science | Political Analysis | 311 | Methodological and theoretical problems of micro-analytic studies in political science. Techniques of data collection and assimilation. | ||||||||||||||||||||||
4 | Political Science and International Relations | Regression Analysis | 611 | The course will introduce students to regression analysis and its application to social science research. Open only to doctoral students. | ||||||||||||||||||||||
5 | American Politics Field Seminar | 621 | A theoretical and empirical overview of the American politics field. Theoretical topics include behavioralism, rational choice, political psychology; empirical topics include causality. Open only to doctoral students. | |||||||||||||||||||||||
6 | Psychology | Statistics | 274 | |||||||||||||||||||||||
7 | Experimental Research Methods | 314 | ||||||||||||||||||||||||
8 | Non-experimental methods | 316 | ||||||||||||||||||||||||
9 | Regression and GLM | 503 | ||||||||||||||||||||||||
10 | ANOVA and Design | 502 | ||||||||||||||||||||||||
11 | Research Design | 504 | ||||||||||||||||||||||||
12 | Quantitative Methods | 578 | ||||||||||||||||||||||||
13 | Multivariate Analysis of Behavioral Data | 575 | ||||||||||||||||||||||||
14 | Sociology | Methods | 313 | Logic of theory construction, research design, elementary data collection and analysis. Lecture and laboratory. | ||||||||||||||||||||||
15 | Social Statistics | 314 | Sociological measurement, univariate description, elementary correlation, introduction to statistical inference. | |||||||||||||||||||||||
16 | Qualitative Methods | 520 | Seminar in epistemologies, ethics, and techniques of qualitative research. Critical reading and practice in social observation, interviewing, fieldwork, and research design. Preparation of IRB proposal. | |||||||||||||||||||||||
17 | Quantitative Methods | 521 | Introduction to the logic and tools of quantitative analysis in sociology; covers the basic elements of designing research, summarizing and exploring patterns in data, and making generalizations about populations based on characteristics of samples. | |||||||||||||||||||||||
18 | Economics | Intro to Stats for economics | 317 | Introduction to statistical methods appropriate for analyzing economic data: probability theory, random variables and probability distributions, sampling, estimation, statistical inference. | ||||||||||||||||||||||
19 | Intro to Econometrics | 318 | Application of statistical methods to economic data: estimating economic relationships using regression analysis, testing hypotheses involving economic behavior, forecasting economic variables. Prerequisite: ECON 317. Duplicates credit in former ECON 414. | |||||||||||||||||||||||
20 | Practice of Econometrics | 513 | Application of econometric tools using standard econometric software packages for microcomputers; empirical applications to selected economic problems of estimation and inference. Prerequisite: ECON 318. | |||||||||||||||||||||||
21 | Experimental Economics | 616 | Experimental methods relying on non-choice data. Design methods of experiments that record information in decision-making and physiological data of emotions. Prerequisites: ECON 620a and ECON 601. Recommended preparation: ECON 616. Graded C/NC. | |||||||||||||||||||||||
22 | Experimental Methods | 620 | Experimental methods relying on non-choice data. Design methods of experiments that record information in decision-making and physiological data of emotions. Prerequisites: ECON 620a and ECON 601. Recommended preparation: ECON 616. Graded C/NC. | |||||||||||||||||||||||
23 | Marketing | Marketing Analysis/Strategy | 440 | Synthesis of concepts and applications relating to the analysis of market opportunities and the development of product, promotion, distribution, pricing strategies. Recommended during student's final semesters. Prerequisite: BUAD 307 or MKT 385x. | ||||||||||||||||||||||
24 | Advanced Quantitative Models in Marketing | 620 | Techniques for building and analyzing advanced quantitative analytical models. Develop and estimate various state-of-the-art models of consumer choice and firm decisions. Open only to Doctoral students. | |||||||||||||||||||||||
25 | Data Sciences and Business Analytics | Several courses cover methods and statistical analysis for business | ||||||||||||||||||||||||
26 | Communication | Empirical Research in Communication | 301 | Experimental and survey methods for communication study; basic statistical concepts, procedures, and tests. | ||||||||||||||||||||||
27 | Quantitative Methods in Communication | 550 | Epistemological assumptions, design, and beginning methods of quantitative analysis in communication research. | |||||||||||||||||||||||
28 | Education | Undergraduate Research Methoids | 392 | Examination of processes of scholarly research; quantitative and qualitative research methods; faculty mentorship; experiential learning; research proposal writing; careers in research. Sophomore or junior standing in the major. Departmental approval. | ||||||||||||||||||||||
29 | Inquiry Methods | 532 | Logic and methods of quantitative data analysis in the examination of educational issues and the framing of solutions for them. Open only to Ed.D. students. | |||||||||||||||||||||||
30 | Advanced Qualitative Research | 653 | Interactive seminar that explores the theoretical underpinnings and practicalities of interviews, portraiture, focus groups, life histories, and cultural biographies. Recommended preparation: introductory statistics. | |||||||||||||||||||||||
31 | Evaluating/Assessing Ed outcomes | 725 | Evaluating impact. Examination of key assessment theories; planning and implementation of learning and program effectiveness. Prerequisite: EDUC 631. Open only to doctoral students. | |||||||||||||||||||||||
32 | Education/Psychology | Multiple Regression | 652 | |||||||||||||||||||||||
33 | Statistics | There are several courses covering kinds of analyses and designs | ||||||||||||||||||||||||
34 | Policy | Statistics for Policy/Public Planning | 303 | Statistical applications applied to the real world; techniques including probability, sampling; hypothesis formation and testing; correlation, and linear regression. Duplicates credit in the former PPD 404. | ||||||||||||||||||||||
35 | Public Policy Planning Analysis | 373 | Applied analytic modeling and data manipulation; visual presentation; interpretation of data; needs assessment and market failure analysis; indexing; extrapolation and simple forecasting; simple risk analysis; benefit-cost analysis. Duplicates credit in the former PPD 473. | |||||||||||||||||||||||
36 | Multivariate Analysis for Policy | 558 | Applied multivariate statistics in support of policy, management, and planning problem solving. Includes regression analysis, logit models, and an introduction to time-series models and multi-equation estimation. | |||||||||||||||||||||||
37 | Methods for Policy Analysis | 560 | Methods used in the analysis of policy methods, including cost benefit analysis, decision and risk analysis, and applied social science methods. | |||||||||||||||||||||||
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