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Statistical analysis of fMRI data

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Statistical analysis of fMRI data

A general statistical analysis for fMRI data Keith Worsley12, Chuanhong Liao1, John Aston123, Jean-Baptiste Poline4, Gary Duncan5, Vali Petre2,

http://www.stat.uchicago.edu/faculty/InMemoriam/worsley/research/ppt/boston.ppt

Date added: September 25, 2014 - Views: 1

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Correlation of Discrete-Time Signals - Iowa State University

Correlation of Discrete-Time Signals Transmitted Signal, x(n) Reflected Signal, y(n) = x(n-D) + w(n) 0 T Cross-Correlation Cross-correlation of x(n) and y(n) is a ...

http://home.eng.iastate.edu/~julied/classes/ee524/LectureNotes/Correlation%20of%20Discrete-Time%20Signals.ppt

Date added: October 24, 2011 - Views: 86

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purpose of the lecture - Lamont-Doherty Earth Observatory |

The autocorrelation is itself a time series, where the interpretation of time is lag-time. autocorrelation similar to convolution. ... autocorrelation in MatLab.

http://www.ldeo.columbia.edu/users/menke/edawm/eda_lectures/lec18.pptx

Date added: October 13, 2012 - Views: 69

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Correlation and Auto-Correlation of Signals - Home - John Sebeson

Correlation and Auto ... The process is performed in MATLAB by the command ... components compared to a normal FFT Autocorrelation has detected a periodicity of 9 ...

http://jsebeson.webs.com/ECET%20430/KS%20Chapter%208%20Correlation%20Auto%20Correlation.ppt

Date added: September 9, 2012 - Views: 78

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Introduction to MATLAB - Miami University

MATLAB Signal Processing Toolbox. Greg Reese, Ph.D. ... Linear and circular convolution, autocorrelation, autocovariance, cross-correlation, cross-covariance.

http://blogs.miamioh.edu/researchcomputing/files/2013/10/signal_processing.pptx

Date added: April 11, 2014 - Views: 31

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GOLD’S FREQUENCY HOPPING PREDICTION EXAMPLE

AUTOCORRELATION OF PN SEQUENCES A very important property of PN sequences is ... Example: MATLAB IMPLEMENTATION The following files are found on my web site ...

http://cecs.wright.edu/~jstephen/2007Lecture04.ppt

Date added: September 13, 2013 - Views: 11

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ECOMMS Lecture

... F Wiener-Khintchine Theorem Matlab Demo: autocorr.m Thermal (Johnson) ... Power Spectral Density (PSD) Autocorrelation Function Thermal ...

http://users.rowan.edu/%7Eshreek/spring10/ecomms/lectures/lecture13a.ppt

Date added: December 9, 2014 - Views: 1

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SUTech: Pattern Recognition

دانشگاه صنعتی شیراز: مخابرات I کامران کاظمی Autocorrelation and Crosscorrelation in Matlab Plot the autocorrelation sequence of a ...

http://www2.jsu.ac.ir/~fmolaee/hw/Comm_Matlab_Introduction%20to%20Signal.ppt

Date added: December 4, 2014 - Views: 1

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The Sinusoidal Waveform - YILDIZ

A signal could be sinusoidal ... and autocorrelation operations are both performed with the same MATLAB routine, with autocorrelation being treated as a ...

http://www.yildiz.edu.tr/~naydin/BaS/lectures/PPT/BaS_04b.ppt

Date added: July 27, 2013 - Views: 25

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FFT-based Power Spectrum Estimation - Imperial College London

Title: FFT-based Power Spectrum Estimation Author: Constantinides Last modified by: Prof. Constantinides Created Date: 12/25/2002 6:52:48 AM Document presentation format

http://www.commsp.ee.ic.ac.uk/~agc/course4_files/Lecture_Slides_0304/6-Spectrum%20Estimation/2-FFT-based%20Power%20Spectrum%20Estimation.ppt

Date added: December 3, 2011 - Views: 111

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Time Series Analysis and Forecasting - Department of ...

The theoretical autocorrelation function The sample autocorrelation Time Series Analysis Lecture Notes MA(4030)Prepared By TMJA Cooray Autocorrelations (cont.)

http://www.math.mrt.ac.lk/TMJAC/Time%20Series.ppt

Date added: January 27, 2012 - Views: 204

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purpose of the lecture - Lamont-Doherty Earth Observatory |

Environmental Data Analysis with MatLab. Lecture 17: Covariance and Autocorrelation. Today’s lecture introduces a new subject concerning correlations within time ...

http://www.ldeo.columbia.edu/users/menke/edawm/eda_lectures/lec17.pptx

Date added: October 24, 2012 - Views: 24

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Tutorial: Making “Movie” slides using Matlab and Power Point

Title: Tutorial: Making “Movie” slides using Matlab and Power Point Author: Electrical & Computer Engineering Last modified by: Electrical & Computer Engineering

http://ece.utah.edu/~cfurse/Tutorials/matlab/Matlab%20Movies.ppt

Date added: October 15, 2011 - Views: 36

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MATLAB tutorial - Weizmann Institute of Science

MATLAB tutorial online version Methods in Computational Neuroscience Obidos, 2004 Thanks to Oren Shriki, Oren Farber and Barak Blumenfeld Capabilities MATLAB tutorial ...

http://www.weizmann.ac.il/home/bndmitri/MatlabTutorialOnline/MATLABtutorial_online.ppt

Date added: October 15, 2011 - Views: 58

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No Slide Title

... Average Magnitude Difference Method (AMDF) Autocorrelation Method ... MATLAB Project Pseduocode read in speech signal from binary file create arrays to hold ...

http://my.fit.edu/~vkepuska/ece5525/Projects/Fall2004/Ira%20Weissberger/iraproject.ppt

Date added: May 26, 2012 - Views: 14

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Introduction to Applied Spatial Econometrics - DIMETIC

Spatial Econometrics Attila ... easiest to access and use SpaceStat R Matlab routines Introduction to Applied Spatial Econometrics Attila ... autocorrelation) ...

http://dimetic.dime-eu.org/dimetic_files/Spatial%20econometrics%20introduction.ppt

Date added: September 13, 2011 - Views: 65

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Introduction to Matlab

Introduction to Matlab ... Random Signals

http://www.telecom.tuc.gr/probcourse/resources/matlab/05_random_signals.ppt

Date added: August 14, 2014 - Views: 2

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Pitch estimation for music signal processing

Chapter 4: Pitch estimation for music signal processing KH Wong Ch4. pitch, v4b * Matlab %Ver2, MACF (Modified Autocorrelation function)using center clipping clear ...

http://www.cse.cuhk.edu.hk/%7Ekhwong/www2/cmsc5707/5707_4_pitch.ppt

Date added: November 21, 2013 - Views: 9

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Time Series Basics - Brandeis University

Time Series Basics Fin250f: Lecture 8.1 ... independent of time Autocorrelation White Noise White Noise in Words ... Built into many packages Matlab econometrics ...

http://people.brandeis.edu/~blebaron/classes/fin250a/lectures/tsbasics.ppt

Date added: August 10, 2013 - Views: 4

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PITCH DETECTION

PITCH DETECTION Shaan Patel HoangMinh Nguyen Richard King

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Date added: November 5, 2014 - Views: 61

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Digital Representation of Audio Information

The Matlab command pwelch() implements this method. Example: ... Show autocorrelation for white noise (filter input) and colored noise (filter output).

http://www.engr.uky.edu/~donohue/ee513/unit3.ppt

Date added: November 23, 2011 - Views: 66

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Introduction to Spatial Data Analysis in the Social Sciences

Introduction to Spatial Data Analysis in the Social Sciences RSOC597A: Special Topics in Methods/Statistics Kathy Brasier Penn State University June 14, 2005

http://www.personal.psu.edu/faculty/f/k/fkw/rsoc597/RS597%20-%2006.ppt

Date added: October 30, 2011 - Views: 89

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Panel Data Models - University of Bath

Panel Data Models Dynamic panels and unit roots Introduction To describe the dynamic panel and motivate its use (This is mostly a practical guide to its use).

http://people.bath.ac.uk/bm232/EC50162/Dynamic%20Panel%20Data%20Models.ppt

Date added: October 26, 2011 - Views: 54

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Matched Filter & PAM - Embedded Signal Processing Laboratory

... (-t) Power Spectra Power spectrum for signal x(t) is Autocorrelation of ... with variance s2 Estimate noise power spectrum in Matlab Matched Filter ...

http://signal.ece.utexas.edu/~arslan/courses/realtime/lectures/13_Matched_Filtering/lecture13.ppt

Date added: August 29, 2011 - Views: 104

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The Interlaced Chirp Z Transform - School of Engineering and ...

The phase coded waveform is matched filtered to recover the pulse. ... the matched filter produces the autocorrelation function at the output: Ideally, ...

http://www.eng.buffalo.edu/Courses/ee617/ClassPresentation617.ppt

Date added: October 15, 2011 - Views: 35

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Speech Processing Project Linear Predictive coding using ...

Speech Processing Project Linear Predictive coding using Voice excited Vocoder ECE 5525 Osama Saraireh Fall 2005 Dr. Veton Kepuska Models Implemented In MATLAB LPC ...

http://my.fit.edu/~vkepuska/ece5525/Projects/Fall2005/Osama%20Saraireh/Speech%20Processing%20Project.ppt

Date added: May 28, 2012 - Views: 57

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Linearity - Embedded Signal Processing Laboratory

... domain is reversal and conjugation in time Autocorrelation of x(t ... power spectrum in Matlab ... – Simon Haykin, Communication Systems ...

http://signal.ece.utexas.edu/~arslan/courses/realtime/lectures/08_Quantization/lecture8.ppt

Date added: June 1, 2013 - Views: 18

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Digital Representation of Audio Information

For discrete signals this can performed with the fft command in Matlab on the ... xlabel('Hertz') ylabel('PDS') Autocorrelation Function As a measure of ...

http://www.engr.uky.edu/~donohue/ee513/DSPanalysis.ppt

Date added: January 28, 2012 - Views: 33

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슬라이드 1

Application of spatial autocorrelation analysis in determining optimal classification method and detecting land cover ... SAC in MATLAB. Digital Globe inc. Introduction.

http://www.ce.utexas.edu/prof/maidment/giswr2011/Nov29/Park.pptx

Date added: June 8, 2013 - Views: 6

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Chapter 17 - Simple Linear Regression and Correlation

Simple Linear Regression and Correlation Linear Regression Analysis ... We can often detect autocorrelation by graphing the residuals against the time periods.

http://wweb.uta.edu/insyopma/baker/STATISTICS/Keller7/Keller%20PP%20slides-7/Chapter17.ppt

Date added: August 25, 2011 - Views: 262

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KPC-Toolbox Demonstration - William & Mary - Computer Science

KPC-Toolbox Demonstration Eddy Zheng Zhang, Giuliano Casale, Evgenia Smirni Computer Science Department College of William & Mary What is KPC-Toolbox for?

http://www.cs.wm.edu/MAPQN/kpcdemo_fourthversion.ppt

Date added: May 3, 2013 - Views: 13

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Statistics

That is, observations are uncorrelated and all are drawn from a distribution with the same variance. The

http://pages.stern.nyu.edu/~wgreene/Econometrics/Econometrics-I-14.pptx

Date added: February 11, 2013 - Views: 1

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Slide 1

Autocorrelation calculated by: Notice: The peak of the function =1 ... Here we’ve zoomed in on the peaks of the ccf created by matlab’s xcorr function.

http://rieke-server.physiol.washington.edu/People/Fred/Classes/545/student-projects/Jon%20Cafaro/545%20presentation%20(JC).ppt

Date added: December 3, 2014 - Views: 1

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Time Series Basics

Outline Variance ratios Autocorrelation sampling theory Types of ... Distribution of VR(N): Asymptotic Matlab Examples vratio vratiotest nmcvratio bsvratio ...

http://people.brandeis.edu/~blebaron/classes/fin250fold/lectures/varratio.ppt

Date added: June 4, 2014 - Views: 3

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LPC Speech Coder on the TI C6x DSP - Home — UCLA Electrical ...

... pulls out the rug from under you Design Flow Consolidate Matlab reference into a single function Matlab rewritten C ... Modified autocorrelation used <16.0 ...

http://www.ee.ucla.edu/~ingrid/ee213a/speech/EE213A-LPConC6x.ppt

Date added: October 1, 2011 - Views: 44

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FPGA Programming for Real Time Analysis of Lidar

I-Q Demodulation (Autocorrelation) Results. ... High PRF makes real time analysis using only a data acquisition card and software such as MATLAB nearly impossible, ...

http://crest.ccny.cuny.edu/symposium2013/docs/Abdelazim_Sameh.pptx

Date added: July 12, 2013 - Views: 12

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Analysis of modulated signals

... Is engaged in identification basic statistical quantity (mean value, scatter, autocorrelation function, ... All of these pictures I created in MATLAB 7.

https://www.afcea.org/europe/html/Classification.pps

Date added: September 18, 2014 - Views: 2

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ECOMMS Lecture

... lab1.ppt Power Spectral Density Autocorrelation function Wiener-Khintchine Theorem Bit Error Rates ... F Wiener-Khintchine Theorem Matlab Demo: ...

http://users.rowan.edu/~shreek/spring07/ecomms/lectures/lecture13a.ppt

Date added: September 18, 2014 - Views: 1

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Statistical analysis of fMRI data

FMRISTAT: MATLAB package from www.math.mcgill.ca/keith ... estimate the autocorrelation Slide 11 Slide 12 Slide 13 Slide 14 Mixed effects linear model for ...

http://www.stat.uchicago.edu/faculty/InMemoriam/worsley/research/ppt/worsley_ismrm.ppt

Date added: October 23, 2014 - Views: 1

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No Slide Title

Inner Product in Matlab Row vector Row vector conjugate, ... if Matched Filter Take the expression Then ... where The term is called the “autocorrelation of s[n ...

http://faculty.nps.edu/rcristi/EO3404/C-Filters/slides/3-Matched-Filter.ppt

Date added: June 26, 2013 - Views: 11

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Course - Institute of Cognitive Neuroscience

... adjusted means, image algebra Implementation “toolbox” of MATLAB® functions GUI Availability ... generalized for temporal autocorrelation random ...

http://www.icn.ucl.ac.uk/courses/MATLAB-Tutorials/spm_icn_2008/ruff_intro.ppt

Date added: February 21, 2013 - Views: 6

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Visual Object Recognition Tutorial - Computer Science & IT ...

Title: Visual Object Recognition Tutorial Author: Bastian Leibe Last modified by: Bastian Leibe Created Date: 10/15/1998 7:57:06 PM Document presentation format

http://www.cs.missouri.edu/~duanye/cs8690/lecture-notes/4-local_features.ppt

Date added: March 25, 2013 - Views: 26

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PowerPoint Presentation

64-QAM Communications ... Equiprobable Spectrum and autocorrelation A randomly generated data What if the ... Any tools supported by ECE MATLAB ...

http://people.ee.duke.edu/~mbrooke/ECE283/2004_Fall/Projects/Project1Description.ppt

Date added: February 8, 2012 - Views: 59

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NR 322: Introduction to Geographic Information Systems

Analysis of the nature of autocorrelation. Determine the parameters for Kriging. Kriging. Interpolation to raster. ... Matlab. Cross-Validation. Cross-Validation:

http://gsp.humboldt.edu/OLM/GSP_470/LearningModules/X%20Kriging/07_2%20Interpolation.pptx

Date added: December 3, 2014 - Views: 1

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The “zoo” of Deconvolution Algorithms

fc = /D From the autocorrelation theorem the MTF is the autocorrelation of the complex wavefront at the pupil.

http://web.cecs.pdx.edu/~mperkows/CLASS_573/Kumar_2007/decon_lecture.ppt

Date added: October 12, 2011 - Views: 81

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Slide 1

Communication Systems Simulation - III Harri Saarnisaari Part of Simulations and Tools for Telecommunication Course

http://www.ee.oulu.fi/~harza/tietosimuloinnit/comm-systems-III.ppt

Date added: February 17, 2014 - Views: 2

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No Slide Title

... (FFT) algorithm, is defined as Answer Matlab: ... Compute the output sequence{yn} and determine the autocorrelation function Rx(m) and Ry(m) ...

http://hit.ac.il/staff/commEng/Uri_Mahlab/simindigialcomm2.ppt

Date added: September 12, 2012 - Views: 17

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Taguchi Method: - confex.com

H-yarn Program written in Matlab code, using the least square method is used for estimating these parameters. ... Autocorrelation coefficient of first order R(1) ...

http://ncc.confex.com/ncc/responses/2007/281.ppt

Date added: June 25, 2013 - Views: 17

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Matched Filter & PAM

Matched Filtering and Digital Pulse Amplitude Modulation (PAM) Slides by Prof. Brian L. Evans and Dr. Serene Banerjee Dept. of Electrical and Computer Engineering The ...

http://users.ece.utexas.edu/~bevans/courses/realtime/lectures/14_Matched_Filtering/lecture14.ppt

Date added: January 2, 2013 - Views: 6