Week 1 Links

1. Joint Probability Distribution Functions:
Joint Probability Distribution Functions Two r.v.: X, Y The joint probability function expresses the probability that simultaneously X takes the specific values x and Y takes value y, as a function of x and y: .Even though it has sublinks such as

2. Binomial probability distribution :
This procedure allows you to do the binomial distribution directlyon the Internet though it has sublinks such as

3. Poisson Probability Distribution :
The selection of samples many times is performed and related to a given time interval or to a specified region.though it has sublinks such as

4. Probability theory and stochastic processes :
Probability theory is simply enumerative combinatorial analysis when applied to finite sets; thus the techniques and results resemble those of discrete mathematics though it has sublinks such as

5. Gamma Distribution Function:
kX --- k k k-1 u (---) X e u f(X) = ------------------ Gamma(k) k - the order of the gamma distribution k = 1 -> f(x) = exponential distribution k = inf -> f(x) = distribution of though it has sublinks such as

Week 2 Links

6. Exponential Gamma Distribution.:
The double exponential probability distribution forms a convenient base for the generalisation that leads to the exponential generalised gamma distribution. (i) Probability .though it has sublinks such as

7. Weibull distribution:
dweibull(x, shape, scale=1) pweibull(q, shape, scale=1) qweibull(p, shape, scale=1) rweibull(n, shape, scale=1) Description These functions provide information about the Weibull . though it has sublinks such as

8. Exponential Distribution:
.These functions provide information about the exponential distribution with rate rate though it has sublinks such as

9. Variance :
.Take your dice scores and find the mean. Next subtract the mean from each score to find the deviation score. Now, square each deviation score and add them all up though it has sublinks such as

10. Pseudo-Random Numbers :
.Computers normally cannot generate really random numbers, but frequently are used to generate sequences of pseudo-random numbers. though it has sublinks such as

Week 3 Links

11. International Association of Statistical computing:
Simulation of the Normal distribution this page discusses the effects of simulation withe the normal distibution.

12. Simtools and Formlist add-ins for Excel:
Simtools adds statistical functions and procedures for doing Monte Carlo simulation and risk analysis in spreadsheets.

13. Types of Simulation:
Computer systems used for critical tasks have to be carefully designed and tested during the early design stage, the prototype phase, and their operational life. even though it has sublinks such as

14. Hand Simulation:
Hand simulation Understanding program execution Tracing program behavior Debugging control flow Previous slide Next slide Back to first slide View graphic versionmputer systems used for critical tasks have to be carefully designed and tested during the early design stage, the prototype phase, and their operational life. even though it has sublinks such as

15. Queueing Theory and Simulation( Anindya Biswas, Navdeep S. Grewal, Bill Jamaldin and Suraj M. Alexander ):
Productivity enhancement through simulation and Queueing theory network analysis. even though it has sublinks such as

Week 4 Links

16. Global Approaches to Infrasture Assurance:
This site discussesThe conference will explore what has evolved, in terms of varied applications, through a broad, representative spectrum of academic disciplines and sectors of the economy. A discussion of the topic “Can any simulation of complex feedback be made a substantially more complete representation of real processes if the resource allocation process is incorporated into the model/simulation? This sublink as Modeling and Stimulation Conference

17. PROMODEL Corporation:
, Version 4.2 The latest versions of our Simulation Software Optimization Suites offer new features that will make your projects faster and easier. Key features include "Dynamic Plots", "Save as Excel", "Tank Logic Builder",

18. Eurocontrol Experimental Centre:
This site discusses simulator development projects the main objective of the Simulation Development domain is to design, develop and maintain an experimental infrastructure required to support the R&D activities. This includes the hardware and software basic components to build up simulation and experimentation environments. The simulations include Real-Time, Fast-Time and Simplified Fast-Time simulations. Conducted under the auspices of the

19. Simulation with Arena Book :
(McGraw-Hill, 1998), the premier textbook for simulation instruction, guides the reader in developing simple, well-animated, high-level model MARS - Multiphase Areal Remediation Simulation - Model flow of water and light nonaqueous phase liquid (LNAPL), and aqueous phase transport of up to five species in groundwater,

20. Old Dominion University :
This site contains Abel Fernandez, Ph.D., PE Department of Engineering Management, This site discusses Triangular distribution . Triangular distribution is commonly used in situations in which the exact form of the distribution is not know, but estimates or guesses for the minimum, maximum, and most likely values are available. The sublink such as
ENMA 420/520 Statistical Processes Spring 1999 Abel Fernandez, Ph.D.,PE Department of Engineering Management

Week 5 Links

21. Probability Distributions for Continous Random Variables
Jim Knudsen's Home page sublink to a 11 Slide show presentation for continous distribution, explaining its various uses. This show includes graphs and mathematical functions.

22. Statistical Hypothesis Test
This is a web-site explains Null, Hypothesis and Alternative Hypothesis.

23. Charts
Sigma SPC presents overviews of several types of charts( histograms, trend charts, and pareto charts).

24. CENTRAL LIMIT THEOREM. This page gives examples that help understand theorem better, including the dices game.

25. AN EVENT SIMULATION? This site will give you 10 different ways to learn and understand how to write an event simulation.

Week 6 Links

26.Eternal Champion:
This web site has a sublink to hypothesis testing. This site discusses Statistical tests separate significant effects from mere luck or random chance. All hypothesis tests have unavoidable, but quantifiable, risks of making the wrong conclusion. Statistical tests always involve Type I (producer's or alpha) and Type II (consumer's or beta) risks

27. Professor David lane Rice University :
This site department of statistics, with a sublink http://www.ruf.rice.edu/~lane/hyperstat/A35243.html. This site discusses Hypothesis testing is a method of inferential statistics. An experimenter starts with a hypothesis about a population parameter called the null hypothesis.

28. Department of Statistics, Texas A&M University
this site discusses General Method for Hypothesis Testing, dentify from a word problem which category we're in (what the appropriate test statistic is), Determine Ho and Ha, Set up the rejection region by looking up the critical value in the appropriate table, ,Calculate the test , draw our conclusion: reject or fail to reject .Sublinkhttp://www.ruf.rice.edu/~lane/hyperstat/A35243.html

29.Bristol Polymer Physics Group
. This site discusses. main aim of the Modeling and Simulation group is to develop structure-property relationships in a broad range of polymeric systems. Our interests encompass the simulation of crystalline and amorphous polymers, synthetic and biopolymers, single component and multi-component systems, as well as liquid crystalline materials. http://teddy.phy.bris.ac.uk/modelling/research.html

30. Modeling and Simulation of Ethnic and Social Processes.
This site is the main link to Russian University that works to construct the mathematical model of geobiocenos (ecological system) the book "Mathematical modelling of global biospherical processes" by V.F.Krapivin, Yu.M.Svirezhev, A.M.Tarko was used. Geobiocenos (ecological system) is described by the twenty four differential equations:

Week 7 Links

31. Warwick manufacturing group engineering business management integrated manager development Scheme( IMDS). :
This site discusses Industrial engineering & facilities layout simulation and systematic approach to operations design. Identify where and how simulation can benefit their organization and its role in design, planning and control of manufacturing systems. Sublink http://www.pie.warwick.ac.uk/Training/IMDS/simulation_of_production_systems.htm

32. Class arjuna.Java Sim.Simulation. Scheduler.:
This site discusses simulated time the SimulatedTime , ReadyQueue , reset , Reset the simulation, removing any simulation processes from the queue and calling their 'reset' methods Reset the simulation, removing any simulation processes from the queue and calling their 'reset' methods Sublink http://javasim.ncl.ac.uk/man/arjuna.JavaSim.Simulation.Scheduler.html#SimulatedTime

33. BaBar Simulation in Computing.:
This site discusses Simulation Hypernews forums 7 Simulation Design and Geant4 ("simu-design.html") is the main Simulation Hypernews forum. In it we discuss the design and evolution of BaBar's simulation tools and also he Geant4 Toolkit. Please note that all announcements of simulation meetings are posted to this group Sublinkhttp://hepunx.rl.ac.uk/BFROOT/www/Computing/Offline/Simulation/web/hypernews.html

34. TEAR Australia:
This site discusses simulation games.Theses games includeUnequal World is a cutthroat trading game, best played in groups of up to 40 people. Unequal Resources provokes intense reactions as players realise how unequal their playing field is. The Development Game helps participants experience just how complex, fascinating and difficult mission and development can be. Sublinkhttp://www.tear.org.au/resrces/games.html

35. CSAC Ethnographics Gallery:
This site contains a Chapter on simulation. simulation, predating computers, has been used in anthropology at least since the nineteenth century (Mulvaney 1970). The process of deriving this set of instances of applying the rule can be called simulation. The rule is a model, which describes relationships, the application of the rule to generate an outcome is a simulation. http://lucy.ukc.ac.uk/Simulate/Simulation/simulation.html

Week 8 Links

36. Access Excellence( The site for Health and Bioscience ) DNA sequencing Simulation. :
This site discusses would medicial research uses simulation to help detech diseases.This lab will simulate the Sanger method of sequencing DNA, both visually and kinesthetically. It should be used in conjunction with a reading on Sanger sequencing. This simulation uses anminated colored pop-beads, which represent nucleotides and dideoxynucleotides. Sublink as http://www.accessexcellence.org/AE/AEPC/WWC/1994/dna_sequencing.html

37. Chemsage:
This site discusses the simulation of a waste gas cooling sequence, how the Simulation process is used to show the different steps of a waste gas Cooling sequence using simulation modeling. Simulation can be used In thermochemistry for a better understanding of it's processes. Sublink As http://gttserv.lth.rwth-aachen.de/~sp/tt/chemsage/quench/quench.htm.

38.AMERMIND
This site discusses simulation and animation The beauty of a simulation or an animation is that not only can we reproduce the event with absolute accuracy, but we also have at our disposal a perfect "camera" with which to "film". This "camera" has the following attributes:It can be at any distance from the event.

39.The Graphic visualization usability:
.This site discusses Simulating Human Motion, synthesized humans in computer animations and virtual environments are to be compelling, they must appear realistic when they move. Sublink as http://www.cc.gatech.edu/gvu/animation/Areas/humanMotion/humanMotion.html )) is a technique exclusive to Nucletron, providing a unique and innovative approach to optimized simulation. Sub linkhttp://www.nucletron.com/simulix/simu_cta.htm )) is a technique exclusive to Nucletron, providing a unique and innovative approach to optimized simulation. Sub linkhttp://www.nucletron.com/simulix/simu_cta.htm )) is a technique exclusive to Nucletron, providing a unique and innovative approach to optimized simulation. Sub linkhttp://www.nucletron.com/simulix/simu_cta.htm

40. Advanced Disaster Management Simulator. :
This site is the first of its' kind, state of the art, interactive, virtual reality simulator that brings the emergency responder to the scene of an incident, where he/she is then forced to make decisions to mitigate the incident. sublink http://www.etcusa.com/NR040699.htm

Week 8 Links

.41 Hebrew University of Jerusalem School of Computer Science and Engineering. :br This is the site of the Hebrew University of Jerusalem School of Computer Science and Engineering. This site discusses event simulation and A discrete time simulation, recalculate the state of each simulation component at deltaTIME intervals. Sublink as http://www.cs.huji.ac.il/~zong/java_course/event.html

.42 Nucletron:
This site discusses how the medical field uses simulations.CT-Assisted Simulation (CTA-Sim is technique exclusive to Nucletron, providing a unique and innovative approach to optimized simulation. sub link http://www.nucletron.com/simulix/sim_cta.htm

43. Maxvalue:
This site is a decision analysis tools and techniques for engineers,Scientists,Managers,Analysts and Projects Managers definitive Scenario, Monte Carlo simulation tool . Tip Index Go to the Prior Tip 5-Steps in the Creative Process Go to the Next Tip Monte Carlo Stopping Rule, Sublink http://www.maxvalue.com/tip028.htm

44.Distributed Simulation Technology, Inc.:
This site introduces a military course in simulation.This course will cover the sound understanding of simulation fundamentals; historical background of the technology; power of a simulation architecture; approaches to simulation interoperability; modeling principles and techniques; model objects, attributes, and interactions; and design, development, and validation techniques. Sublink ashttp://www.simulation.com/training/mstt/outline.html#introduction

45. Simulator Systems International
- This site is the SSI Home of the drive Driving simulators for use in traffic safety education and drivers education courses. Available in video and laserdisc formats and displayed on a projection screen. Sublink http://www.simulatorsystems.com/driver_training_and_testing_audi.htm

Week 9 Links

46. Star Simulation :
This site discusses :combined decades of simulation training experience to deliver a state of the art, dynamic simulation training system for the hydrocarbon processing industry Dynamic Process Simulation and Simulators for the Hydrocarbon Processing Industry. Star Simulation is capable of emulating Honeywell, Yokagowa, Rosemount, Fisher, Bailey, Foxboro. Sub link http://www.starsimulation.com/files/starpr01.pdf

47. The University of Australia
This site discusses AERO is a simulation program based on rigid body systems. With the built-in 3D editor you can create a virtual scene consisting of spheres, boxes (cuboids), cylinders and plains. the simulation can be started and all objects obey to the laws of physics. That means gravitation, air resistance, friction and all additonal user defined forces are taken into account and set the scene into motion. Sublink as http://www.ee.uwa.edu.au/~braunl/aero/

48. OPNET The Network of Simulation Tools.:
This site discussesleading solution for modeling and simulation of communications networks, devices, and protocols. Its )) is a t echnique exclusive to Nucletron, providing a unique and innovative approach to optimized simulation. Sub linkhttp://www.nucletron.com/simulix/simu_cta.htm object-oriented modeling approach and graphical editors mirror the structure of actual networks and network components, so your system intuitively maps to your model.

.49 Association for Computing Machinery :
This discusses The history of simulation programming languages is organized as a progression in periods of similar developments. The five periods, spanning 1955-1986, are labeled: The Period Search (1955-1960); The Advent (1961-1965); The Formative Period (1966-1970); The Expansional Period (1971-1978), and The Period of Consolidation and Regeneration (1979-1986). Sub link http://www.acm.org/pubs/citations/proceedings/plan/154766/p149-nance/

.50 Hydrocomp :
This site discusses Hydrologic simulation models use mathematical equations to calculate results like runoff volume or peak flow. These models can be classified as either theoretical or empirical models. A theoretical model includes a set of general laws or theoretical principles. Sub link http://www.hydrocomp.com/simoverview.html

Week 11 Links

56. The Society for Computer Simulation International European Council:
the Society for Computer Simulation's membership roster has been made up of engineers, scientists, managers, business professionals, students, and educators. A very diverse field whose interests include: artificial intelligence, microcomputers in simulation, methodology and validation, supercomputers, and more. Sublinkhttp://www.enitiaa-nantes.fr/scs/website20.htm

57. Riga Technical University :
The department is a basic unit for the Latvian Simulation Society that is the first professional simulation organization within the former Soviet Union. Main activities are in the field of discrete-event simulation; at the same time, there are interests and experiences in simulation of continuous systems as well. Simulation projects are performed mainly on the basis of IBM-compatible personal computers.

58. SIMTECH:
Emphasis is placed on providing a diverse combination of studies on different application of simulation-from biology and medicine through astrophysics and astronautics to earthquakes and civil engineering

59. Transparency:
This site is the origin of simulationThe first social critic writing nonfiction who understood the way contemporary culture uses simulations and false appearances may have been Daniel Boorstin. He claimed that America was living in an "age of contrivance," in which illusions and fabrications had become a dominant force in society.Sublinkhttp://www.transparencynow.com/MASH2.htm

60. SimCar
This site discusses The model simulates a sequential port-fuel-injected, spark-ignition engine. It includes air, fuel, and EGR dynamics in the intake manifold, as well as process delays inherent in a four-stroke cycle engine. Inputs to the engine model include .Sublinkhttp://www.simcar.com/products.htm

Week 12 Links

60. REACTIVATE:
. This site discusses sensory stimulation, health lifestyles (fitness, humor, horticulture therapy), intergenerational programming, creativity (music ,therapy, art), reminiscence, professional resources for recreation therapy. Stimulation can be used widely in the medical and health improvement fields. Sublink http://reactivate.com/pg1.htm

61. American Association for Chronic Fatigue Syndrome - AACFS:
- The American Association forChronic Fatigue Syndrome (AACFS) is a non-profit organization of research scientists, physicians, licensed medical healthcare professionals, and other individuals and institutions interested in promoting the stimulation, coordination, and exchange of ideas for CFS research and patient care as well as periodic reviews of current clinical, research and treatment ideas on CFS for the benefit of CFS patients and others. Sublink as http://www.aacfs.org/html/press.htm

62. UCLA-High Power Aurora Stimulation Observatory:
This sites discusses stimulation engaged in the study of the ionosphere through the use of high power transmissions. Current Projects at HIPAS: Double Frequency ELF/VLF (Extremely Low and Very Low ,Frequency) Generated ,Ion Cyclotron Excitation includes stimuations. Sublinkshttp://www.hipas.alaska.edu/

63. The Royal Statistical Society:
This site discusses - Provides a forum for all who are interested in statistics. It has over 6000) members, a quarter of whom are outside the UK. With its wide range of activities and publications, it offers stimulation and communication, whether you are a user of statistics in your everyday professional or social life, a statistician practising in industry, commerce, government, education or research, or a student of the subject. Sub link ashttp://www.rss.org.uk/groups/index.html#study

64. Functional Electrical Stimulation:
This site discusses how electrical stimulation contributes significantly to the physical disability and impaired quality of life of stroke survivors. However, there are no rehabilitation techniques that have been shown to influence the motor neuroplasticity of a healing brain after stroke.

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