\subsecitem {0}{\pbf Abstract of Optimization Presentation}{1}
\subsecitem {0}{\pbf Optimization Examples---I}{2}
\subsecitem {0}{\pbf Examples -- II}{3}
\subsecitem {0}{\pbf Examples -- III}{4}
\subsecitem {0}{\pbf Examples IV -- Linear Programming}{5}
\subsecitem {0}{\pbf Optimization Examples -- V}{6}
\subsecitem {0}{\pbf A Collection of Methods for Optimization}{7}
\subsecitem {0}{\pbf Optimization Example -- V: Analysis of Experimental Data}{8}
\subsecitem {0}{\pbf Analysis of Experimental Data (cont.)}{9}
\subsecitem {0}{\pbf Data Analysis Examples---I}{10}
\subsecitem {0}{\pbf Data Analysis Examples---II}{11}
\subsecitem {0}{\pbf The Computational and Numerical Issues}{12}
\subsecitem {0}{\pbf SSC Scenario---I}{13}
\subsecitem {0}{\pbf SSC Scenario II}{14}
\subsecitem {0}{\pbf Uncertainties in SSC Data Analysis}{15}
\subsecitem {0}{\pbf SSC Data Analysis Problem Statement}{16}
\subsecitem {0}{\pbf Maximum Likelihood Principle---Example}{17}
\subsecitem {0}{\pbf Rod Quivering in an Earthquake--II}{18}
\subsecitem {0}{\pbf Bayes Formula}{19}
\subsecitem {0}{\pbf Interpretation of Bayes Relation -- I}{20}
\subsecitem {0}{\pbf Interpretation of Bayes Relation -- II}{21}
\subsecitem {0}{\pbf Basic Likelihood Formula}{22}
\subsecitem {0}{\pbf Pictorial View of Maximum Likelihood}{23}
\subsecitem {0}{\pbf General Maximum Likelihood Method}{24}
\subsecitem {0}{\pbf Lifetime Example for Maximum Likelihood---I}{25}
\subsecitem {0}{\pbf Lifetime Example for Maximum Likelihood -- II}{26}
\subsecitem {0}{\pbf Multiplication of Experiments}{27}
\subsecitem {0}{\pbf General Maximum Likelihood}{28}
\subsecitem {0}{\pbf $\chi ^2$ Method}{29}
\subsecitem {0}{\pbf $\chi ^2$ Method Derived from Likelihood}{30}
\subsecitem {0}{\pbf $\chi ^2$ Standard Deviation}{31}
\subsecitem {0}{\pbf Scattering Experiment Example}{32}
\subsecitem {0}{\pbf Individual Data Points}{33}
\subsecitem {0}{\pbf Histogrammed Data}{34}
\subsecitem {0}{\pbf Scattering Experiment---$\chi ^2$ Minimization}{35}
\subsecitem {0}{\pbf $\chi ^2$ Formulae}{36}
\subsecitem {0}{\pbf Errors in $\chi ^2$}{37}
\subsecitem {0}{\pbf Example II -- Regression Analysis}{38}
\subsecitem {0}{\pbf Example III -- Nuclear Decay}{39}
\subsecitem {0}{\pbf Maximum Likelihood and $\chi ^2$ for Experimental Data Analysis}{40}
\subsecitem {0}{\pbf When Should You Use $\chi ^2$ and When Maximum Likelihood?}{41}
\subsecitem {0}{\pbf Least Squares}{42}
\subsecitem {0}{\pbf Nonlinear $\chi ^2$ Minimization}{43}
\subsecitem {0}{\pbf Validity of Linearization When Does It Work?}{44}
\subsecitem {0}{\pbf Nonlinear Minimization That Works!}{45}
\subsecitem {0}{\pbf Linear Programming}{46}
\subsecitem {0}{\pbf Convex Regions and Linear Programming}{47}
\subsecitem {0}{\pbf Matrix Formulation of Linear Programming}{48}
\subsecitem {0}{\pbf Computational Issues in $\chi ^2$ and Maximum Likelihood}{49}
\subsecitem {0}{\pbf Matrices in $\chi ^2$ Maximum Likelihood}{50}
\subsecitem {0}{\pbf Basic Software Structure for Derivative Calculation}{51}
\subsecitem {0}{\pbf Computational Complexity}{52}
\subsecitem {0}{\pbf Histograms}{53}
\subsecitem {0}{\pbf Histogram Formalism I}{54}
\subsecitem {0}{\pbf Histogram Formalism II}{55}
\subsecitem {0}{\pbf Errors of Histograms -- I}{56}
\subsecitem {0}{\pbf Errors of Histograms -- II}{57}
\subsecitem {0}{\pbf Histograms as Robust Data Exploration}{58}
\subsecitem {0}{\pbf General Histogram}{59}
\subsecitem {0}{\pbf Scatterplots}{60}
\subsecitem {0}{\pbf Possible Projects I---Maximum Likelihood}{61}
\subsecitem {0}{\pbf Possible Projects II}{62}
\subsecitem {0}{\pbf Possible Projects II (cont.)}{63}
\subsecitem {0}{\pbf More Possible Maximum Likelihood Projects}{64}
\subsecitem {0}{\pbf Projects---Data Exploration}{65}
\subsecitem {0}{\pbf More Data Exploration Projects}{66}