**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use of Markov Chains. This can be used to analyze models with cyclic or or repeated outcomes.

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use of Leontief Input-Output Models. This can be used to analyze macroeconomic models of production.

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use of adjacency matrices to analyze interconnected vertices (for example map data).

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use polynomial interpolation.

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use polynomial interpretation to fit real data to a curve.

**Preface**

This series is aimed at providing tools for an electrical engineer to analyze data and solve problems in design. The focus is on applying linear algebra to systems of equations or large sets of matrix data.

**Introduction**

This article will demonstrate the use of matrix algebra to solve for equilibrium in systems. This is common in network flow, economics and electrical circuits (current and voltage analysis).

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The election until very recently has been nearly deadlocked. There are ups and downs but only occasionally were ratings far from center.

I live in a very democratic area and to my friends and colleagues it seems preposterous that Trump would be considered at all.

But the things and values that resonate with Liberal minded folks are different than that of Conservative. And so we argue over priorities and set points.

A calculation that shows fees have a greater impact on return than one time costs despite the fact the expense fees are very small.

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Are state of the art video compressors and cheap, dense storage sufficient to distribute lossless video to consumers?

**Definitions***Uncompressed:* This is raw video with no processing*Lossless compression:* This is video which was been compressed while keeping the integrity of the original material 100% intact*Lossy compression:* This is video which reduces the size on disk while minimizing the observable (to the human eye) impact of the content

**Constants**

Movie Length: 3hrs (10,800s)

Slim line / entry level AVRs are quite popular these days. A pre/pro is basically an integrated AVR without the power amp. So why does it cost *more*?

I decided to look at the details. There's a lot of assumptions here but I think I'm reasonable and I have one example at least that supports my point.