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Introduction to statistical mechanics & colligative propertyby LearnOnline Through OCW

247 Views

Statistical mechanics is discussed in this lecture. Fourth colligative property called osmotic pressure is discussed in detail in this lecture. Prof. ...

Statistical mechanics and discrete energy levelsby LearnOnline Through OCW

173 Views

This lecture is continuation of lecture Partition function (Q) — many particles . Some statistical thermodynamics concepts are discussed in this lectu...

Statistical Worksheets with Appletsby Lambert Ardy

17 Pages |2150 Views

Statistical Worksheets with Applets MAA Spring Meeting March 12, 2005 Supported by NSF-DUE 0126682

6.041 / 6.431 21.Bayesian Statistical Inference - Iby LearnOnline Through OCW

3 Pages|264 Views

“It is the mark of truly educated people to be deeply moved by statistics.” -Oscar Wilde.

This lecture notes introduces Bayesian Statistica...

6.041 / 6.431 23. Classical Statistical Inference - Iby LearnOnline Through OCW

3 Pages |227 Views

This lecture notes introduces Classical Statistical Inference . Various topics covered under this section are:
1. Classical statistics...

Statistical Physics- The Boson Systemsby LearnOnline Through OCW

27 Pages|233 Views

"In this note 'n' Boson Hamiltonian and 'n' boson energy eigenstates for a free boson<br/>system has been considered.It shows how by ...

Statistical Physics- Statistical Ensemblesby LearnOnline Through OCW

9 Pages |404 Views

Key points of principle of statistical physics and ensembles has been explained.Microcanonical ensemble has been defined and number of states and entr...

6.041 / 6.431 25. Classical Statistical Inference - IIIby LearnOnline Through OCW

3 Pages|164 Views

In this lecture notes we are going to continue with Classical Statistical Inference- III. Here, Review of simple binary hypothesis tests with examp...

6.041/6.431 22.Bayesian Statistical Inference - IIby LearnOnline Through OCW

3 Pages |207 Views

In this lecture notes we are going to continue with Bayesian Statistical Inference - II. Topics covered in this section are (Bayesian) Least Means Squ...

6.041/6.431 24. Classical Statistical Inference - IIby LearnOnline Through OCW

3 Pages|205 Views

In this lecture notes we are going to continue with Classical Statistical Inference - II. This lesson reviews 1. Maximum likelihood estimation and ...

Statistical Physics- Canonical Ensembleby LearnOnline Through OCW

11 Pages |426 Views

The probability for a micro-canonical system to be in a particular energy state is calculated.The other topics are partition function , thermodynamica...

Statistical Physics-Ising Modelby LearnOnline Through OCW

7 Pages|369 Views

In this note we come to know about Ising model, mean field theory, Ginsberg-Landau theory and the application of Ginsberg-Landau theory.<br/><...

Statistical Physics-Grand Canonical Ensembleby LearnOnline Through OCW

8 Pages |379 Views

A grand canonical ensemble consists of a canonical ensemble and a particle reservoir.the partition function for such a system and average number and ...

Statistical Physics- The Bose Gas Iby LearnOnline Through OCW

22 Pages|205 Views

The way to label photon states for one Boson, two Bosons and 'N' number of Bosons has been mentioned.Physical picture and energy density of Boson gas ...

Statistical Physics- Random Variableby LearnOnline Through OCW

5 Pages |266 Views

Probability distribution for different number of random variable has been considered.Expressions for conditional randomness has been derived.Example o...

Statistical Physics- Thermal Fluctuationsby LearnOnline Through OCW

7 Pages|242 Views

How to calculate the thermal fluctuations of number of particles in a generic system has been shown.Fluctuation of volume and energy, fluctuations an...

Interacting Classical Gas and Van der Waals Equation of Stateby LearnOnline Through OCW

8 Pages |348 Views

In this note the partition function has been calculated, equation of state, phase transition Gibb's potential , phase transition of gas at constant pr...

6.041 / 6.431 16. Markov Chains - Iby LearnOnline Through OCW

3 Pages|249 Views

This lecture notes introduces Markov Chains and various topics discussed under this section are:
• Check out counter example
...

6.041 / 6.431 2. Conditioning and Bayes' Ruleby LearnOnline Through OCW

3 Pages |260 Views

Upon completion of this lesson, you should be able to better understand Conditional probability, Models based on conditional probabilities, Multipl...

6.041 / 6.431 3. Independence of Eventsby LearnOnline Through OCW

3 Pages|123 Views

This lecture notes introduces Independence of Two Events and Independence of a collection of events. If there are two events A and B occurrence of A ...