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STAT312 (22)

Class Notes for STAT312 at University of Alberta

Mathematical Methods in Statistics

Extrema, Lagrange multipliers.pdf

15231ExtremaLagrangemultipliersExtremaofRRThereisamultivariateversi...

Statistics
STAT312
Douglas Wiens
Normal sampling distributions.pdf

15632NormalsamplingdistributionsChangeofvariablesinmultivariatedens...

Statistics
STAT312
Douglas Wiens
Statistics
STAT312
Douglas Wiens
STAT312 Lecture Notes - Taylor Series, Antiderivative, Riemann Integral

129 26. Riemann Integration II • Example: Recall Tay...

Statistics
STAT312
Douglas Wiens
Central Limit Theorem.pdf

14429CentralLimitTheoremProofofCLTWemaketheadditionalassumptionthat...

Statistics
STAT312
Douglas Wiens
Multidimensional calculus.pdf

14830MultidimensionalcalculusfRRcanberepresentedasx1x2forxRRx1RRPar...

Statistics
STAT312
Douglas Wiens
Riemann Integration I.pdf

12325RiemannIntegrationIRiemannintegrationFirstconsiderRaboundedfun...

Statistics
STAT312
Douglas Wiens
STAT312 Lecture Notes - Random Variable, Binomial Distribution, Normal Distribution

119 24. Moment generating functions I • The moment genera...

Statistics
STAT312
Douglas Wiens
STAT312 Lecture Notes - Absolute Convergence, Ratio Test, Bounded Function

106 21. Sequences and Series • Convergence of a sequ...

Statistics
STAT312
Douglas Wiens
Mean Value Theorem.pdf

81 15. Mean Value Theorem • Recall that ...

Statistics
STAT312
Douglas Wiens
Convergence in probability, Jensen’s inequality.pdf

8917ConvergenceinprobabilityJensensinequalityLimitsandcontinuityinp...

Statistics
STAT312
Douglas Wiens
STAT312 Lecture Notes - Limit Point, Thx

72 13. Limits & continuity • Open and closed sets...

Statistics
STAT312
Douglas Wiens
Least squares; eigenvalues and eigenvectors.pdf

407LeastsquareseigenvaluesandeigenvectorsAnotherapplicationoftheQRd...

Statistics
STAT312
Douglas Wiens
Orthogonality; projections.pdf

305OrthogonalityprojectionsHereweintroduceamatrixthehatmatrixofspec...

Statistics
STAT312
Douglas Wiens
STAT312 Lecture Notes - Triangular Matrix, Block Matrix, Lu Decomposition

61 11. Block matrices II, LU decomposition • The inverse of a...

Statistics
STAT312
Douglas Wiens
Statistics - Reference Guides

This Guide provides an easy to follow summary of all basic principl...

Econometrics
ETC2430
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