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STAT 302: INTERMEDIATE STATISTICS
创建日期：2024-07-19 18:15:31
所属分类：统计学statistics
标签： STAT 302
INTERMEDIATE STATISTICS

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STAT 302: INTERMEDIATE STATISTICS

Topics covered will include two-sample t-tests, nonparametric procedures, analysis of variance, linear and logistic regression.

COURSE DESCRIPTION: Statistical thinking and data analytics are necessary skills for graduates in most disciplines. Intermediate statistics builds on the basic tools of data analysis and the methods of statistical inference that are introduced in Stat 202 and Stat 203. In this course, we will analyze data from designed experiments and observational studies, formulate questions and interpret the results in the context of the statistical problem of interest. Emphasis will be placed on determining the appropriate statistical model, understanding the assumptions of the model, assessing whether the data satisfies the assumptions, and improving the model if necessary. Topics covered will include two-sample t-tests, nonparametric procedures, analysis of variance, linear and logistic regression. Statistical software will be integrated into the course for exploration, analysis, and demonstration of concepts.  

PREREQUISITE: Stat 202 Basic Statistics or Stat 203 Basic Statistics with Calculus.

COURSE MATERIALS:

(Note: These items are on reserve for class use and may be checked out at the reserve desk in the library.)

  • The Statistical Sleuth, 3rd edition by Ramsey andSchafer
  • An Introduction to the Practice of Statistics, 8th edition by Moore, McCabe andCraig
  • Practicing Statistics: Guided Investigations for the Second Course, by Shonda Kuiper and Jeffrey Sklar, Pearson (2013).

These texts are available online through the library,

  • Regression Analysis by Example, 5th edition by Chatterjee andHadi
  • Applied Regression Analysis, 3rd edition by Draper andSmith  

SOFTWARE: We will be using the statistical software SPSS to analyze data in class, on homework, and on exams. SPSS can be accessed through AU’s VCL (vcl.american.edu) which you should install on your own computer by class on Friday. You can find instructions on how to install VCL on the class’ Blackboard page under the Information tab. SPSS is also available on the computers in many of the statistical labs at AU including our classroom. I will instruct you on the use of SPSS throughout the semester. If you would like additional help with SPSS or VCL, the Research Applications and Methods Center located in the Library offers drop-in support and appointments. CTRL offers an Intro to SPSS workshop. 

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关键词一 关键词二 关键词三 关键词四 关键词五 和法规和的发更好的风格和 ECON 615 FINC 612 CSC148 COMP 639 ACCT 203 ACCT 211 PSYC 101 MTH2009 COMP52315 PSYCO 432 statistics MATH4063 11 xxx 1 MA1MSP MAST30028 MATH3888 CS341 EEE30002 ES2F5 MCD4160 CC0933 ECON 1101 MCHM3001 CHEM3118 COMMGMT 2511 COMP41280 STAT 631 24T1 IRE379 SENG365 ECON433 FIT3139 MATH4602 LING5621M FINS5516 ECON3208 MN2177 L2 SM EEET1415 Finance DS4023 COMP3004 7CCSMRTS K1S5B6 Stat230 CSCI4211 CSI2132 ECON30130 MAS6100 ENVS222 COM2107 INFO1112 STAT 4004 FIT2100 comp2022 COMP4691 Physics 307 Econ 659 probability CSCI316 fir29 CSCI203 COMP3160 COMP6714 INFO1113 Physics 7B Physics Photonics S203031 STAT2005 COMP90015 CSCI 2110 CSCC46 Information CSC477 COMP4650 Statistical COMP 346 COMP1017 ELEC340 MATH1007 Programming function STAT 244 CS 134 Java cse13s Math 108A FW20 ECON3389 CSE 130 Science 331 COMP9020 engineering COSC 445 CSE 5523 GAME2012 visualization MATH 235 Math 370 CSC343 COGS 108 EE524 COMP10200 STAT 416 3FK4 MSCI 311 ECON6113 ACC40700 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