曼徹斯特大學統(tǒng)計學理學碩士項目致力于為學生提供前沿的統(tǒng)計學理論及實踐技能訓練,幫助學生為日后繼續(xù)攻讀博士學位,或在統(tǒng)計學等相關領域的職業(yè)發(fā)展打下堅實基礎。曼徹斯特大學統(tǒng)計學理學碩士項目有統(tǒng)計學及金融統(tǒng)計學兩種進修方向,學生可根據(jù)個人的學術興趣和目標進行選擇,且無論選擇哪種方向,學生都需完成共計8個模塊的學習課程,其中包括5個模塊的一般核心課程,以及3個模塊的專業(yè)化課程。
圖源:曼徹斯特大學微博
課程設置:
Course unit list
The course unit details given below are subject to change, and are the latest example of the curriculum available on this course of study.
統(tǒng)計推斷
MATH68001 15強制性
具有非參數(shù)回歸的線性模型
MATH68011 15強制性
廣義線性模型與生存分析
MATH68052 15強制性
多元統(tǒng)計
MATH68061 15強制性
實驗設計與分析
MATH68082 15強制性
統(tǒng)計計算
MATH68091 15強制性
馬爾可夫鏈蒙特卡羅
MATH68122 15強制性
縱向數(shù)據(jù)分析
MATH68132 15強制性
錄取要求:
需要獲得一個包括概率和統(tǒng)計學在內的大量數(shù)學課程的學士學位。至少你應該學過微積分或數(shù)學分析、線性代數(shù)、兩門概率論課程和兩門統(tǒng)計學課程。根據(jù)教學大綱的不同,數(shù)理統(tǒng)計課程可分為一門概率和一門統(tǒng)計學課程。如果你的課程叫高等數(shù)學,那么我們需要知道它包含多少微積分/線性代數(shù)。
微積分或數(shù)學分析(單變量和多變量函數(shù)、連續(xù)性、導數(shù)、積分、中值定理、泰勒級數(shù)展開、最小化和最大化、拉格朗日乘數(shù))
線性代數(shù)(線性獨立、行列式、逆、特征值和特征向量)
概率I(概率和條件概率、貝葉斯定理、矩)
概率II(多元和條件分布、母函數(shù)、大數(shù)定律和中心極限定理)
統(tǒng)計學I(描述性統(tǒng)計、正態(tài)分布、t分布、卡方分布和F分布、顯著性檢驗)
統(tǒng)計學II(最大似然估計、似然比檢驗、簡單回歸和方差分析)。
你應該在上述課程中取得好成績,你所在的大學應該在全國享有很高的聲譽。
所有申請人都需要證明其英語能力。尚未具備可接受英語資格的申請人需要參加公認的考試,并達到要求的英語成績:雅思6.5(寫作6.5,其他6.0)
Academic entry qualification overview
Expected Background
You are expected to have a first degree with a substantial amount of mathematics including Probability and Statistics. As a minimum you should have done Calculus or Mathematical Analysis, Linear Algebra, two courses in Probability and two courses in Statistics. A Mathematical Statistics course may count as one Probability and one Statistics course depending on the syllabus. If your course is called Advanced Mathematics, then we need to know how much calculus/linear algebra it contains. You can have a look at what Manchester students do in the first two years, or refer to the following list for a quick summary.
Calculus or Mathematical Analysis (functions of a single and several variables, continuity, derivatives, integrals, Mean Value Theorem, Taylor series expansion, minimisation and maximisation, Lagrange multipliers)
Linear Algebra (linear independence, determinant, inverse, eigenvalues and eigenvectors)
Probability I (probabilities and conditional probabilities, Bayes Theorem, moments)
Probability II (multivariate and conditional distributions, generating functions, Law of Large Numbers and Central Limit Theorem)
Statistics I (descriptive statistics, normal, t, chi-square and F distributions, significance tests)
Statistics II (Maximum likelihood estimation, Likelihood ratio tests, simple regression and analysis of variance).
You are expected to have done well in the above courses and your university should have a high national standing.
English language
All applicants will need to demonstrate competency in English language. Applicants who do not already possess an acceptable English Language qualification will need to take a recognised test and attain the required English Language score:
IELTS: at least 6.5 overall with 6.5 in writing and no other sub-test less than 6.0.
學費:International, including EU, students (per annum): £25,500
留學也是一種投資,你的留學預算充足嗎,簡單3步,輕松了解留學預算?
費用計算
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