美国理科研究生
专业解析及就业分析

统计学(Statistics),研究如何测定、收集、整理、归纳和分析反映客观现象总体数量的数据,以便给出正确认识的方法论科学。其目的是要解决问题。

数学与统计学的区别

统计学分数理统计和经济统计两个方向。其中数理统计是属于数学科目里面的一个分支,数学从某种意义上说可以是统计学的基础。统计偏向分支,更加细化,没有数学那么宽泛;经济统计是偏向统计学知识在经济中的应用的。
开设学位 BS、MS、PhD
典型职业及年薪 统计师:$83,310
签证敏感度
高中课程准备 理科
所属专业领域 理科
相关排名
  • 2015USNEWS统计学排名
  • 2014QS统计与运筹排名

课程列表

统计学理论及应用 Statistical Methods and Their Applications
线性回归模型 Linear Regression Models
应用回归分析 Applied Regression Analysis
统计推断 Statistical Inference
定性数据分析 Analysis of Qualitative Data
生物统计理论 Biostatistical Methods
社会科学统计 Statistics for the Social Sciences
概率统计 Probability and Statistics in the Natural Sciences
数学概率基础 Introduction to Mathematical Probability
概率模型 Probability Models
分配理论 Distribution Theory
时间序列分析 Time Series Analysis
数值计算 Numerical Computation
应用线性统计理论 Applied Linear Statistical Methods
非参数统计 Nonparametric Statistics
实验设计与分析 Design and Analysis of Experiments
广义线性模型 Generalized Linear Models
历史统计 History of Statistics
分类数据分析 Analysis of Categorical Data

就业状况

从事职业:统计师、会计、精算师、银行职员、金融分析师、投资顾问、心理学家等

统计师美国各州就业情况:
州名 就业人数 薪水/h 薪水/年
马里兰 3140 $45.05 $93,700
加州 3040 $45.74 $95,150
麻省 1690 $45.21 $94,040
宾夕法尼亚 1480 $32.31 $67,200
纽约 1320 $33.56 $69,800
哥伦比亚特区 830 $49.60 $103,160
华盛顿 1190 $32.24 $67,070
康涅狄格州 550 $41.32 $85,950
新泽西 560 $52.07 $108,310


2015USNews美国大学研究生统计学专业排名
排名 院校 分数
#1 Stanford University
Stanford, CA
4.9
#2 University of California-Berkeley
Berkeley, CA
4.7
#3 Harvard University
Boston, MA
4.6
#3 University of Washington
Seattle, WA
4.6
#5 Johns Hopkins University
Baltimore, MD
4.4
#5 University of Chicago
Chicago, IL
4.4
#7 Harvard University
Cambridge, MA
4.3
#7 University of Washington
Seattle, WA
4.3
#9 Carnegie Mellon University
Pittsburgh, PA
4.2
#10 Duke University
Durham, NC
4.1
#10 University of Pennsylvania
Philadelphia, PA
4.1
#12 University of Michigan-Ann Arbor
Ann Arbor, MI
4.0
#12 University of North Carolina-Chapel Hill
Chapel Hill, NC
4.0
#12 University of Wisconsin-Madison
Madison, WI
4.0
#15 North Carolina State University
Raleigh, NC
3.9
#15 Texas A&M University-College Station
College Station, TX
3.9
#15 University of California-Berkeley
Berkeley, CA
3.9
#15 University of Michigan-Ann Arbor
Ann Arbor, MI
3.9
#19 Iowa State University
Ames, IA
3.8
#20 Columbia University
New York, NY
3.7
#20 Pennsylvania State University
University Park, PA
3.7
#20 University of Minnesota-Twin Cities
Minneapolis, MN
3.7
#20 University of North Carolina-Chapel Hill
Chapel Hill, NC
3.7
#24 Cornell University
Ithaca, NY
3.6
#24 Purdue University-West Lafayette
West Lafayette, IN
3.6
#24 University of Minnesota-Twin Cities
Minneapolis, MN
3.6
#27 Ohio State University
Columbus, OH
3.5
#27 University of California-Davis
Davis, CA
3.5
#27 University of Pennsylvania (Perelman)
Philadelphia, PA
3.5
#30 Columbia University
New York, NY
3.4
#30 University of California-Los Angeles
Los Angeles, CA
3.4
#30 University of California-Los Angeles
Los Angeles, CA
3.4
#30 University of Florida
Gainesville, FL
3.4
#34 University of Illinois-Urbana-Champaign
Champaign, IL
3.3
#34 University of Iowa
Iowa City, IA
3.3
#34 Yale University
New Haven, CT
3.3
#34 Yale University (School of Public Health)
New Haven, CT
3.3
#38 Emory University
Atlanta, GA
3.2
#39 Florida State University
Tallahassee, FL
3.1
#39 Rice University
Houston, TX
3.1
#39 Rutgers, the State University of New Jersey-New Brunswick
Piscataway, NJ
3.1
#42 Brown University (School of Public Health)
Providence, RI
3.0
#42 Colorado State University
Fort Collins, CO
3.0
#42 University of Connecticut
Storrs, CT
3.0
#42 University of Iowa
Iowa City, IA
3.0
#42 University of Rochester
Rochester, NY
3.0
#47 Michigan State University
East Lansing, MI
2.9
#47 University of Pittsburgh
Pittsburgh, PA
2.9
#49 Boston University
Boston, MA
2.8
#49 New York University (Stern)
New York, NY
2.8
#49 Northwestern University
Evanston, IL
2.8
#49 University of Pittsburgh
Pittsburgh, PA
2.8
#53 George Washington University
Washington, DC
2.7
#53 Medical College of Wisconsin
Milwaukee, WI
2.7
#53 University of Georgia
Athens, GA
2.7
#53 University of Illinois-Chicago (School of Public Health)
Chicago, IL
2.7
#53 University of Missouri
Columbia, MO
2.7
#53 University of Texas Health Science Center-Houston
Houston, TX
2.7
#53 Virginia Tech
Blacksburg, VA
2.7
#60 Case Western Reserve University (School of Public Health)
Cleveland, OH
2.6
#60 Southern Methodist University
Dallas, TX
2.6
#62 University of California-Santa Barbara
Santa Barbara, CA
2.5
#63 Arizona State University
Tempe, AZ
2.4
#63 Oregon State University
Corvallis, OR
2.4
#63 University of South Carolina
Columbia, SC
2.4
#63 University of Virginia
Charlottesville, VA
2.4
#67 Medical University of South Carolina
Charleston, SC
2.3
#67 Temple University (Fox)
Philadelphia, PA
2.3
#67 University of California-Riverside
Riverside, CA
2.3
#70 Kansas State University
Manhattan, KS
2.2
#70 University at Albany-SUNY (School of Public Health)
Rensselaer, NY
2.2
#70 University at Buffalo-SUNY
Buffalo, NY
2.2
#70 University of Alabama-Birmingham
Birmingham, AL
2.2
#70 University of Colorado-Denver
Denver, CO
2.2
#75 Baylor University
Waco, TX
2.1
#75 Case Western Reserve University
Cleveland, OH
2.1
#75 University of Kentucky
Lexington, KY
2.1
#78 University of South Carolina (Arnold School of Public Health)
Columbia, SC
2.0
#78 Virginia Commonwealth University
Richmond, VA
2.0