Our Statistics courses have been renumbered and changed to a STAT designation. Probability has a new Math course number. See a chart showing the old and new numbers.
F1 Visa Holders who participate in an offcampus internship must take a course related to the internship to satisfy the curricular credit requirement. Mathematics or statistics majors should follow the steps outlined on our CPT student resources page prior to the start of your offcampus internship.
For information about placement into Calculus or Statistics, please visit the Math/Stats Placement page.
Math  Stats
Mathematics
 2021–2022 Courses:
 Browse by Course Number
 Browse by Term
Fall 2021

MATH 101: Calculus with Problem Solving
An introduction to the central ideas of calculus with review and practice of those skills needed for the continued study of calculus. Problem solving strategies will be emphasized. In addition to regular MWF class time, students will be expected to attend two problemsolving sessions each week, one on Monday or Tuesday, and one on Wednesday or Thursday. Details will be provided on the first day of class.
Prerequisites: Not open to students who have received credit for Mathematics 111. 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022 · Deanna Haunsperger 
MATH 111: Introduction to Calculus
An introduction to the differential and integral calculus. Derivatives, antiderivatives, the definite integral, applications, and the fundamental theorem of calculus. Prerequisites: Requires placement via the Calculus Placement Exam 1, see Mathematics web page. Not open to students who have received credit for Mathematics 101. 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022 · Kate Meyer, Owen Biesel 
MATH 120: Calculus 2
Inverse functions, integration by parts, improper integrals, modeling with differential equations, vectors, calculus of functions of two independent variables including directional derivatives and double integrals, Lagrange multipliers.
Prerequisites: Mathematics 101, 111, score of 4 or 5 on Calculus AB Exam or placement via a Carleton placement exam. Not open to students who have received credit for Mathematics 211 or have a score of 4 or 5 on the AP Calculus BC exam 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · Claudio GómezGonzáles, Rafe Jones, Rob Thompson, MurphyKate Montee, Steve Scheirer 
MATH 210: Calculus 3
Vectors, curves, calculus of functions of three independent variables, including directional derivatives and triple integrals, cylindrical and spherical coordinates, line integrals, Green’s theorem, sequences and series, power series, Taylor series.
Prerequisites: Mathematics 120. This course cannot be substituted for Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · Steve Scheirer, Alex Barrios 
MATH 211: Introduction to Multivariable Calculus
Vectors, curves, partial derivatives, gradient, multiple and iterated integrals, line integrals, Green’s theorem. Prerequisites: Score of 4 or 5 on the AP Calculus BC exam, or placement via Calculus Placement Exam #3 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022 · Josh Davis, Kate Meyer, Rob Thompson 
MATH 232: Linear Algebra
Vector spaces, linear transformations, determinants, inner products and orthogonality, eigenvectors and eigenvalues. Prerequisites: Mathematics 120 or Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · MurphyKate Montee, Owen Biesel, Rafe Jones 
MATH 236: Mathematical Structures
Basic concepts and techniques used throughout mathematics. Topics include logic, mathematical induction and other methods of proof, problem solving, sets, cardinality, equivalence relations, functions and relations, and the axiom of choice. Other topics may include: algebraic structures, graph theory, and basic combinatorics. Prerequisites: Mathematics 232 and either Mathematics 210 or Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · Alex Barrios, MurphyKate Montee, Claudio GómezGonzáles, Deanna Haunsperger, Owen Biesel 
MATH 240: Probability
(Formerly Mathematics 265) Introduction to probability and its applications. Topics include discrete probability, random variables, independence, joint and conditional distributions, expectation, limit laws and properties of common probability distributions.
Prerequisites: Mathematics 120 or Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022 · Owen Biesel, Laura Chihara 
MATH 271: Computational Mathematics
An introduction to mathematical ideas from numerical approximation, scientific computing, and/or data analysis. Topics will be selected from numerical linear algebra, numerical analysis, and optimization. Theory, implementation, and application of computational methods will be emphasized.
Prerequisites: Mathematics 232 6 credits; Formal or Statistical Reasoning; offered Fall 2021 · Rob Thompson 
MATH 295: Mathematics and Democracy
In a democratic society we are confronted with problems of implementing fairness. How can we build a representative government, measure society’s preferences, or fairly divide power? Many of these problems are amenable to mathematical analysis and, in many cases, there exist deep theories and rich historical narratives of attempts at solution. We will study three such problems all of current political and mathematical interest: apportionment of representation, voting, and gerrymandering. We will approach these problems by considering what abstract properties a “fair” solution should have then attempting to construct and analyze procedures that maximize our measures of fairness.
Prerequisites: Mathematics 232 or Mathematics 236 6 credits; Does not fulfill a curricular exploration requirement; offered Fall 2021 · Deanna Haunsperger 
MATH 297: Assessment and Communication of External Mathematical Activity
An independent study course intended for students who have completed an external activity related to the mathematics major (for example, an internship or an externship) to communicate (both in written and oral forms) and assess their mathematical learning from that activity. Prerequisites: Permission of department chair and homework in advance of the external mathematical activity 1 credit; S/CR/NC; Does not fulfill a curricular exploration requirement; offered Fall 2021, Winter 2022, Spring 2022 · Katie St. Clair, Eric Egge 
MATH 321: Real Analysis I
A systematic study of concepts basic to calculus, such as topology of the real numbers, limits, differentiation, integration, convergence of sequences, and series of functions. Prerequisites: Mathematics 236 or instructor permission 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Spring 2022 · Rafe Jones, Alex Barrios 
MATH 332: Advanced Linear Algebra
Selected topics beyond the material of Mathematics 232. Topics may include the CayleyHamilton theorem, the spectral theorem, factorizations, canonical forms, determinant functions, estimation of eigenvalues, inner product spaces, dual vector spaces, unitary and Hermitian matrices, operators, infinitedimensional spaces, and various applications. Prerequisites: Mathematics 236 or instructor permission 6 credits; Formal or Statistical Reasoning; offered Fall 2021 · Mark Krusemeyer 
MATH 400: Integrative Exercise
Either a supervised smallgroup research project or an individual, independent reading. Required of all senior majors.
Prerequisites: Mathematics 236 and successful completion of three courses from among: Mathematics courses numbered above 236, Computer Science 252, Computer Science 254, Computer Science 352, Statistics 250, Statistics 320, Statistics 340 3 credits; S/NC; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick, Owen Biesel, Deanna Haunsperger, Kate Meyer, MurphyKate Montee, Steve Scheirer, Mark Krusemeyer, Alex Barrios, Claudio GómezGonzáles, Rafe Jones
Winter 2022

MATH 101: Calculus with Problem Solving
An introduction to the central ideas of calculus with review and practice of those skills needed for the continued study of calculus. Problem solving strategies will be emphasized. In addition to regular MWF class time, students will be expected to attend two problemsolving sessions each week, one on Monday or Tuesday, and one on Wednesday or Thursday. Details will be provided on the first day of class.
Prerequisites: Not open to students who have received credit for Mathematics 111. 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022 · Deanna Haunsperger 
MATH 111: Introduction to Calculus
An introduction to the differential and integral calculus. Derivatives, antiderivatives, the definite integral, applications, and the fundamental theorem of calculus. Prerequisites: Requires placement via the Calculus Placement Exam 1, see Mathematics web page. Not open to students who have received credit for Mathematics 101. 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022 · Kate Meyer, Owen Biesel 
MATH 120: Calculus 2
Inverse functions, integration by parts, improper integrals, modeling with differential equations, vectors, calculus of functions of two independent variables including directional derivatives and double integrals, Lagrange multipliers.
Prerequisites: Mathematics 101, 111, score of 4 or 5 on Calculus AB Exam or placement via a Carleton placement exam. Not open to students who have received credit for Mathematics 211 or have a score of 4 or 5 on the AP Calculus BC exam 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · Claudio GómezGonzáles, Rafe Jones, Rob Thompson, MurphyKate Montee, Steve Scheirer 
MATH 206: A Tour of Mathematics
A series of eight lectures intended for students considering a Mathematics major. The emphasis will be on presenting various striking ideas, concepts and results in modern mathematics, rather than on developing extensive knowledge or techniques in any particular subject area. 1 credit; S/CR/NC; Does not fulfill a curricular exploration requirement; offered Winter 2022 · Mark Krusemeyer 
MATH 210: Calculus 3
Vectors, curves, calculus of functions of three independent variables, including directional derivatives and triple integrals, cylindrical and spherical coordinates, line integrals, Green’s theorem, sequences and series, power series, Taylor series.
Prerequisites: Mathematics 120. This course cannot be substituted for Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · Steve Scheirer, Alex Barrios 
MATH 211: Introduction to Multivariable Calculus
Vectors, curves, partial derivatives, gradient, multiple and iterated integrals, line integrals, Green’s theorem. Prerequisites: Score of 4 or 5 on the AP Calculus BC exam, or placement via Calculus Placement Exam #3 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022 · Josh Davis, Kate Meyer, Rob Thompson 
MATH 232: Linear Algebra
Vector spaces, linear transformations, determinants, inner products and orthogonality, eigenvectors and eigenvalues. Prerequisites: Mathematics 120 or Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · MurphyKate Montee, Owen Biesel, Rafe Jones 
MATH 236: Mathematical Structures
Basic concepts and techniques used throughout mathematics. Topics include logic, mathematical induction and other methods of proof, problem solving, sets, cardinality, equivalence relations, functions and relations, and the axiom of choice. Other topics may include: algebraic structures, graph theory, and basic combinatorics. Prerequisites: Mathematics 232 and either Mathematics 210 or Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · Alex Barrios, MurphyKate Montee, Claudio GómezGonzáles, Deanna Haunsperger, Owen Biesel 
MATH 240: Probability
(Formerly Mathematics 265) Introduction to probability and its applications. Topics include discrete probability, random variables, independence, joint and conditional distributions, expectation, limit laws and properties of common probability distributions.
Prerequisites: Mathematics 120 or Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022 · Owen Biesel, Laura Chihara 
MATH 241: Ordinary Differential Equations
An introduction to ordinary differential equations, including techniques for finding solutions, conditions under which solutions exist, and some qualitative analysis. Prerequisites: Mathematics 232 or instructor permission 6 credits; Formal or Statistical Reasoning; offered Winter 2022, Spring 2022 · Kate Meyer, Rob Thompson 
MATH 297: Assessment and Communication of External Mathematical Activity
An independent study course intended for students who have completed an external activity related to the mathematics major (for example, an internship or an externship) to communicate (both in written and oral forms) and assess their mathematical learning from that activity. Prerequisites: Permission of department chair and homework in advance of the external mathematical activity 1 credit; S/CR/NC; Does not fulfill a curricular exploration requirement; offered Fall 2021, Winter 2022, Spring 2022 · Katie St. Clair, Eric Egge 
MATH 331: Real Analysis II
Further topics in analysis such as measure theory, Lebesgue integration or Banach and Hilbert spaces. Prerequisites: Mathematics 321 or instructor permission 6 credits; Formal or Statistical Reasoning; offered Winter 2022 · Rafe Jones 
MATH 342: Abstract Algebra I
Introduction to algebraic structures, including groups, rings, and fields. Homomorphisms and quotient structures, polynomials, unique factorization. Other topics may include applications such as Burnside’s counting theorem, symmetry groups, polynomial equations, or geometric constructions. Prerequisites: Mathematics 236 or instructor permission 6 credits; Formal or Statistical Reasoning; offered Winter 2022 · Claudio GómezGonzáles 
MATH 349: Methods of Teaching Mathematics
Methods of teaching mathematics in grades 712. Issues in contemporary mathematics education. Regular visits to school classrooms and teaching a class are required. Prerequisites: Junior or senior standing and instructor permission 6 credits; Does not fulfill a curricular exploration requirement; offered Winter 2022 · Deanna Haunsperger 
MATH 354: Topology
An introduction to the study of topological spaces. We develop concepts from pointset and algebraic topology in order to distinguish between different topological spaces up to homeomorphism. Topics include methods of construction of topological spaces; continuity, connectedness, compactness, Hausdorff condition; fundamental group, homotopy of maps.
Prerequisites: Mathematics 236 or instructor permission 6 credits; Formal or Statistical Reasoning; offered Winter 2022 · Steve Scheirer 
MATH 395: Algebraic Geometry Seminar
An exploration of topics in algebraic geometry and related commutative algebra. Participants will each give at least one substantive presentation at the blackboard. Topics will definitely include the Hilbert basis theorem and the Nullstellensatz, but beyond that substantial variation is possible, depending on the interests and mathematical backgrounds of the participants.
Prerequisites: Mathematics 342 or instructor consent 6 credits; Formal or Statistical Reasoning; offered Winter 2022 · Mark Krusemeyer 
MATH 400: Integrative Exercise
Either a supervised smallgroup research project or an individual, independent reading. Required of all senior majors.
Prerequisites: Mathematics 236 and successful completion of three courses from among: Mathematics courses numbered above 236, Computer Science 252, Computer Science 254, Computer Science 352, Statistics 250, Statistics 320, Statistics 340 3 credits; S/NC; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick, Owen Biesel, Deanna Haunsperger, Kate Meyer, MurphyKate Montee, Steve Scheirer, Mark Krusemeyer, Alex Barrios, Claudio GómezGonzáles, Rafe Jones
Spring 2022

MATH 120: Calculus 2
Inverse functions, integration by parts, improper integrals, modeling with differential equations, vectors, calculus of functions of two independent variables including directional derivatives and double integrals, Lagrange multipliers.
Prerequisites: Mathematics 101, 111, score of 4 or 5 on Calculus AB Exam or placement via a Carleton placement exam. Not open to students who have received credit for Mathematics 211 or have a score of 4 or 5 on the AP Calculus BC exam 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · Claudio GómezGonzáles, Rafe Jones, Rob Thompson, MurphyKate Montee, Steve Scheirer 
MATH 210: Calculus 3
Vectors, curves, calculus of functions of three independent variables, including directional derivatives and triple integrals, cylindrical and spherical coordinates, line integrals, Green’s theorem, sequences and series, power series, Taylor series.
Prerequisites: Mathematics 120. This course cannot be substituted for Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · Steve Scheirer, Alex Barrios 
MATH 232: Linear Algebra
Vector spaces, linear transformations, determinants, inner products and orthogonality, eigenvectors and eigenvalues. Prerequisites: Mathematics 120 or Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · MurphyKate Montee, Owen Biesel, Rafe Jones 
MATH 236: Mathematical Structures
Basic concepts and techniques used throughout mathematics. Topics include logic, mathematical induction and other methods of proof, problem solving, sets, cardinality, equivalence relations, functions and relations, and the axiom of choice. Other topics may include: algebraic structures, graph theory, and basic combinatorics. Prerequisites: Mathematics 232 and either Mathematics 210 or Mathematics 211 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Winter 2022, Spring 2022 · Alex Barrios, MurphyKate Montee, Claudio GómezGonzáles, Deanna Haunsperger, Owen Biesel 
MATH 241: Ordinary Differential Equations
An introduction to ordinary differential equations, including techniques for finding solutions, conditions under which solutions exist, and some qualitative analysis. Prerequisites: Mathematics 232 or instructor permission 6 credits; Formal or Statistical Reasoning; offered Winter 2022, Spring 2022 · Kate Meyer, Rob Thompson 
MATH 244: Geometries
Euclidean geometry from an advanced perspective; projective, hyperbolic, inversive, and/or other geometries. Recommended for prospective secondary school teachers. Prerequisites: Mathematics 236 6 credits; Formal or Statistical Reasoning; offered Spring 2022 · MurphyKate Montee 
MATH 295: Mathematics of Climate
An introduction to mathematical methods for studying planetary climate. The focus will be on lowdimensional models, whose simplicity allows insight into fundamental mechanisms of climate change. We will use tools from algebra, geometry, and calculus to study topics including energy balance, greenhouse gas forcing, and icealbedo feedback. This course will count towards the Applied Math area of the math major.
Prerequisites: Mathematics 120 or 211 6 credits; Formal or Statistical Reasoning; offered Spring 2022 · Kate Meyer 
MATH 297: Assessment and Communication of External Mathematical Activity
An independent study course intended for students who have completed an external activity related to the mathematics major (for example, an internship or an externship) to communicate (both in written and oral forms) and assess their mathematical learning from that activity. Prerequisites: Permission of department chair and homework in advance of the external mathematical activity 1 credit; S/CR/NC; Does not fulfill a curricular exploration requirement; offered Fall 2021, Winter 2022, Spring 2022 · Katie St. Clair, Eric Egge 
MATH 321: Real Analysis I
A systematic study of concepts basic to calculus, such as topology of the real numbers, limits, differentiation, integration, convergence of sequences, and series of functions. Prerequisites: Mathematics 236 or instructor permission 6 credits; Formal or Statistical Reasoning; offered Fall 2021, Spring 2022 · Rafe Jones, Alex Barrios 
MATH 341: Partial Differential Equations
An introduction to partial differential equations with emphasis on the heat equation, wave equation, and Laplace’s equation. Topics include the method of characteristics, separation of variables, Fourier series, Fourier transforms and existence/uniqueness of solutions.
Prerequisites: Mathematics 241 6 credits; Formal or Statistical Reasoning; offered Spring 2022 · Rob Thompson 
MATH 352: Topics in Abstract Algebra
An intensive study of one or more of the types of algebraic systems studied in Mathematics 342. Prerequisites: Mathematics 342 6 credits; Formal or Statistical Reasoning; offered Spring 2022 · Mark Krusemeyer 
MATH 361: Complex Analysis
The theoretical foundations for the calculus of functions of a complex variable.
Prerequisites: Mathematics 321 or instructor permission. Students who have already received credit for Mathematics 261 may only take this course with instructor permission 6 credits; Formal or Statistical Reasoning; offered Spring 2022 · Owen Biesel 
MATH 400: Integrative Exercise
Either a supervised smallgroup research project or an individual, independent reading. Required of all senior majors.
Prerequisites: Mathematics 236 and successful completion of three courses from among: Mathematics courses numbered above 236, Computer Science 252, Computer Science 254, Computer Science 352, Statistics 250, Statistics 320, Statistics 340 3 credits; S/NC; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick, Owen Biesel, Deanna Haunsperger, Kate Meyer, MurphyKate Montee, Steve Scheirer, Mark Krusemeyer, Alex Barrios, Claudio GómezGonzáles, Rafe Jones
Math  Stats
Statistics
 2021–2022 Courses:
 Browse by Course Number
 Browse by Term
Fall 2021

STAT 120: Introduction to Statistics
(Formerly MATH 215) Introduction to statistics and data analysis. Practical aspects of statistics, including extensive use of statistical software, interpretation and communication of results, will be emphasized. Topics include: exploratory data analysis, correlation and linear regression, design of experiments, basic probability, the normal distribution, randomization approach to inference, sampling distributions, estimation, hypothesis testing, and twoway tables. Students who have taken Mathematics 211 are encouraged to consider the more advanced Mathematics 240/Statistics 250 (formerly Mathematics 265 and 275) Probability/Statistical Inference sequence.
Prerequisites: Not open to students who have already received credit for Psychology 200/201, Sociology/Anthropology 239 or Statistics 250 (formerly Mathematics 275). 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick, Deepak Bastola, Adam Loy, Laura Chihara, Katie St. Clair, Steve Scheirer 
STAT 220: Introduction to Data Science
(Formerly Mathematics 285) This course will cover the computational side of data analysis, including data acquisition, management, and visualization tools. Topics may include: data scraping, data wrangling, data visualization using packages such as ggplots, interactive graphics using tools such as Shiny, supervised and unsupervised classification methods, and understanding and visualizing spatial data. We will use the statistics software R in this course.
Prerequisites: Statistics 120 (formerly Mathematics 215), Statistics 230 (formerly Mathematics 245) or Statistics 250 (formerly Mathematics 275) 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Adam Loy, Deepak Bastola, Katie St. Clair 
STAT 230: Applied Regression Analysis
(Formerly Mathematics 245) A second course in statistics covering simple linear regression, multiple regression and ANOVA, and logistic regression. Exploratory graphical methods, model building and model checking techniques will be emphasized with extensive use of statistical software to analyze reallife data.
Prerequisites: Statistics 120 (formerly Mathematics 215), Statistics 250 (formerly Mathematics 275), Psychology 200, or AP Statistics Exam score of 4 or 5. 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Katie St. Clair, Andy Poppick, Deepak Bastola 
STAT 285: Statistical Consulting
(Formerly MATH 280) Students will apply their statistical knowledge by analyzing data problems solicited from the Northfield community. Students will also learn basic consulting skills, including communication and ethics.
Prerequisites: Statistics 230 (formerly Mathematics 245) and instructor permission 2 credits; S/CR/NC; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick 
STAT 297: Assessment and Communication of External Statistical Activity
An independent study course intended for students who have completed an external activity related to the statistics major (for example, an internship or an externship) to communicate (both in written and oral forms) and assess their statistical learning from that activity.
Prerequisites: Permission of department chair and homework in advance of the external statistical activity 1 credit; S/CR/NC; offered Fall 2021, Winter 2022 · Katie St. Clair 
STAT 340: Bayesian Statistics
Formerly MATH 315) An introduction to statistical inference and modeling in the Bayesian paradigm. Topics include Bayes’ Theorem, common prior and posterior distributions, hierarchical models, Markov chain Monte Carlo methods (e.g., the MetropolisHastings algorithm and Gibbs sampler) and model adequacy and posterior predictive checks. The course uses R extensively for simulations.
Prerequisites: Statistics 250 (formerly Mathematics 275) 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021 · Adam Loy 
STAT 400: Integrative Exercise
Either a supervised smallgroup research project or an individual, independent reading. Required of all senior majors.
Prerequisites: Senior Statistics major. Students are strongly encouraged to complete Statistics 230 (formerly Mathematics 245) and Statistics 250 (formerly Mathematics 275) before starting this course 3 credits; S/NC; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick, Adam Loy, Deepak Bastola, Laura Chihara
Winter 2022

STAT 120: Introduction to Statistics
(Formerly MATH 215) Introduction to statistics and data analysis. Practical aspects of statistics, including extensive use of statistical software, interpretation and communication of results, will be emphasized. Topics include: exploratory data analysis, correlation and linear regression, design of experiments, basic probability, the normal distribution, randomization approach to inference, sampling distributions, estimation, hypothesis testing, and twoway tables. Students who have taken Mathematics 211 are encouraged to consider the more advanced Mathematics 240/Statistics 250 (formerly Mathematics 265 and 275) Probability/Statistical Inference sequence.
Prerequisites: Not open to students who have already received credit for Psychology 200/201, Sociology/Anthropology 239 or Statistics 250 (formerly Mathematics 275). 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick, Deepak Bastola, Adam Loy, Laura Chihara, Katie St. Clair, Steve Scheirer 
STAT 220: Introduction to Data Science
(Formerly Mathematics 285) This course will cover the computational side of data analysis, including data acquisition, management, and visualization tools. Topics may include: data scraping, data wrangling, data visualization using packages such as ggplots, interactive graphics using tools such as Shiny, supervised and unsupervised classification methods, and understanding and visualizing spatial data. We will use the statistics software R in this course.
Prerequisites: Statistics 120 (formerly Mathematics 215), Statistics 230 (formerly Mathematics 245) or Statistics 250 (formerly Mathematics 275) 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Adam Loy, Deepak Bastola, Katie St. Clair 
STAT 230: Applied Regression Analysis
(Formerly Mathematics 245) A second course in statistics covering simple linear regression, multiple regression and ANOVA, and logistic regression. Exploratory graphical methods, model building and model checking techniques will be emphasized with extensive use of statistical software to analyze reallife data.
Prerequisites: Statistics 120 (formerly Mathematics 215), Statistics 250 (formerly Mathematics 275), Psychology 200, or AP Statistics Exam score of 4 or 5. 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Katie St. Clair, Andy Poppick, Deepak Bastola 
STAT 250: Introduction to Statistical Inference
(Formerly Mathematics 275) Introduction to modern mathematical statistics. The mathematics underlying fundamental statistical concepts will be covered as well as applications of these ideas to reallife data. Topics include: resampling methods (permutation tests, bootstrap intervals), classical methods (parametric hypothesis tests and confidence intervals), parameter estimation, goodnessoffit tests, regression, and Bayesian methods. The statistical package R will be used to analyze data sets.
Prerequisites: Mathematics 240 Probability (formerly Mathematics 265) 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Winter 2022, Spring 2022 · Adam Loy, Laura Chihara 
STAT 260: Introduction to Sampling Techniques
(Formerly MATH 255) Covers sampling design issues beyond the basic simple random sample: stratification, clustering, domains, and complex designs like twophase and multistage designs. Inference and estimation techniques for most of these designs will be covered and the idea of sampling weights for a survey will be introduced. We may also cover topics like graphing complex survey data and exploring relationships in complex survey data using regression and chisquare tests.
Prerequisites: Statistics 120 (formerly Mathematics 215), Statistics 230 (formerly Mathematics 245), or Statistics 250 (formerly Mathematics 275) 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Winter 2022 · Katie St. Clair 
STAT 285: Statistical Consulting
(Formerly MATH 280) Students will apply their statistical knowledge by analyzing data problems solicited from the Northfield community. Students will also learn basic consulting skills, including communication and ethics.
Prerequisites: Statistics 230 (formerly Mathematics 245) and instructor permission 2 credits; S/CR/NC; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick 
STAT 297: Assessment and Communication of External Statistical Activity
An independent study course intended for students who have completed an external activity related to the statistics major (for example, an internship or an externship) to communicate (both in written and oral forms) and assess their statistical learning from that activity.
Prerequisites: Permission of department chair and homework in advance of the external statistical activity 1 credit; S/CR/NC; offered Fall 2021, Winter 2022 · Katie St. Clair 
STAT 400: Integrative Exercise
Either a supervised smallgroup research project or an individual, independent reading. Required of all senior majors.
Prerequisites: Senior Statistics major. Students are strongly encouraged to complete Statistics 230 (formerly Mathematics 245) and Statistics 250 (formerly Mathematics 275) before starting this course 3 credits; S/NC; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick, Adam Loy, Deepak Bastola, Laura Chihara
Spring 2022

STAT 120: Introduction to Statistics
(Formerly MATH 215) Introduction to statistics and data analysis. Practical aspects of statistics, including extensive use of statistical software, interpretation and communication of results, will be emphasized. Topics include: exploratory data analysis, correlation and linear regression, design of experiments, basic probability, the normal distribution, randomization approach to inference, sampling distributions, estimation, hypothesis testing, and twoway tables. Students who have taken Mathematics 211 are encouraged to consider the more advanced Mathematics 240/Statistics 250 (formerly Mathematics 265 and 275) Probability/Statistical Inference sequence.
Prerequisites: Not open to students who have already received credit for Psychology 200/201, Sociology/Anthropology 239 or Statistics 250 (formerly Mathematics 275). 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick, Deepak Bastola, Adam Loy, Laura Chihara, Katie St. Clair, Steve Scheirer 
STAT 220: Introduction to Data Science
(Formerly Mathematics 285) This course will cover the computational side of data analysis, including data acquisition, management, and visualization tools. Topics may include: data scraping, data wrangling, data visualization using packages such as ggplots, interactive graphics using tools such as Shiny, supervised and unsupervised classification methods, and understanding and visualizing spatial data. We will use the statistics software R in this course.
Prerequisites: Statistics 120 (formerly Mathematics 215), Statistics 230 (formerly Mathematics 245) or Statistics 250 (formerly Mathematics 275) 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Adam Loy, Deepak Bastola, Katie St. Clair 
STAT 230: Applied Regression Analysis
(Formerly Mathematics 245) A second course in statistics covering simple linear regression, multiple regression and ANOVA, and logistic regression. Exploratory graphical methods, model building and model checking techniques will be emphasized with extensive use of statistical software to analyze reallife data.
Prerequisites: Statistics 120 (formerly Mathematics 215), Statistics 250 (formerly Mathematics 275), Psychology 200, or AP Statistics Exam score of 4 or 5. 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Katie St. Clair, Andy Poppick, Deepak Bastola 
STAT 250: Introduction to Statistical Inference
(Formerly Mathematics 275) Introduction to modern mathematical statistics. The mathematics underlying fundamental statistical concepts will be covered as well as applications of these ideas to reallife data. Topics include: resampling methods (permutation tests, bootstrap intervals), classical methods (parametric hypothesis tests and confidence intervals), parameter estimation, goodnessoffit tests, regression, and Bayesian methods. The statistical package R will be used to analyze data sets.
Prerequisites: Mathematics 240 Probability (formerly Mathematics 265) 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Winter 2022, Spring 2022 · Adam Loy, Laura Chihara 
STAT 285: Statistical Consulting
(Formerly MATH 280) Students will apply their statistical knowledge by analyzing data problems solicited from the Northfield community. Students will also learn basic consulting skills, including communication and ethics.
Prerequisites: Statistics 230 (formerly Mathematics 245) and instructor permission 2 credits; S/CR/NC; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick 
STAT 320: Time Series Analysis
(Formerly MATH 315) Models and methods for characterizing dependence in data that are ordered in time. Emphasis on univariate, quantitative data observed over evenly spaced intervals. Topics include perspectives from both the time domain (e.g., autoregressive and moving average models, and their extensions) and the frequency domain (e.g., periodogram smoothing and parametric models for the spectral density).
Prerequisites: Statistics 230 and 250 (formerly Mathematics 245 and 275). Exposure to matrix algebra may be helpful but is not required 6 credits; Formal or Statistical Reasoning, Quantitative Reasoning Encounter; offered Spring 2022 · Andy Poppick 
STAT 400: Integrative Exercise
Either a supervised smallgroup research project or an individual, independent reading. Required of all senior majors.
Prerequisites: Senior Statistics major. Students are strongly encouraged to complete Statistics 230 (formerly Mathematics 245) and Statistics 250 (formerly Mathematics 275) before starting this course 3 credits; S/NC; offered Fall 2021, Winter 2022, Spring 2022 · Andy Poppick, Adam Loy, Deepak Bastola, Laura Chihara