Modules / Lectures
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Sl.No Chapter Name English
1An OverviewPDF unavailable
2Data Mining, Data assimilation and predictionPDF unavailable
3A classification of forecast errorsPDF unavailable
4Finite Dimensional Vector SpacePDF unavailable
5MatricesPDF unavailable
6Matrices ContinuedPDF unavailable
7Multi-variate CalculusPDF unavailable
8Optimization in Finite Dimensional Vector spacesPDF unavailable
9Deterministic, Static, linear Inverse (well-posed) ProblemsPDF unavailable
10Deterministic, Static, Linear Inverse (Ill-posed) ProblemsPDF unavailable
11A Geometric View ProjectionsPDF unavailable
12Deterministic, Static, nonlinear Inverse ProblemsPDF unavailable
13On-line Least SquaresPDF unavailable
14Examples of static inverse problemsPDF unavailable
15Interlude and a Way ForwardPDF unavailable
16Matrix Decomposition AlgorithmsPDF unavailable
17Matrix Decomposition Algorithms ContinuedPDF unavailable
18Minimization algorithmsPDF unavailable
19Minimization algorithms ContinuedPDF unavailable
20Inverse problems in deterministicPDF unavailable
21Inverse problems in deterministic ContinuedPDF unavailable
22Forward sensitivity methodPDF unavailable
23Relation between FSM and 4DVARPDF unavailable
24Statistical EstimationPDF unavailable
25Statistical Least SquaresPDF unavailable
26Maximum Likelihood MethodPDF unavailable
27Bayesian EstimationPDF unavailable
28From Gauss to Kalman-Linear Minimum Variance EstimationPDF unavailable
29Initialization Classical MethodPDF unavailable
30Optimal interpolationsPDF unavailable
31A Bayesian Formation-3D-VAR methodsPDF unavailable
32Linear Stochastic Dynamics - Kalman FilterPDF unavailable
33Linear Stochastic Dynamics - Kalman Filter ContinuedPDF unavailable
34Linear Stochastic Dynamics - Kalman Filter Continued.PDF unavailable
35Covariance Square Root FilterPDF unavailable
36Nonlinear FilteringPDF unavailable
37Ensemble Reduced Rank FilterPDF unavailable
38Basic nudging methodsPDF unavailable
39Deterministic predictabilityPDF unavailable
40Predictability A stochastic view and SummaryPDF unavailable

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