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18.327 Wavelets, Filter Banks and Applications (MIT) 18.327 Wavelets, Filter Banks and Applications (MIT)

Description

Wavelets are localized basis functions, good for representing short-time events. The coefficients at each scale are filtered and subsampled to give coefficients at the next scale. This is Mallat's pyramid algorithm for multiresolution, connecting wavelets to filter banks. Wavelets and multiscale algorithms for compression and signal/image processing are developed. Subject is project-based for engineering and scientific applications. Wavelets are localized basis functions, good for representing short-time events. The coefficients at each scale are filtered and subsampled to give coefficients at the next scale. This is Mallat's pyramid algorithm for multiresolution, connecting wavelets to filter banks. Wavelets and multiscale algorithms for compression and signal/image processing are developed. Subject is project-based for engineering and scientific applications.

Subjects

Discrete-time filters | Discrete-time filters | convolution | convolution | Fourier transform | Fourier transform | owpass and highpass filters | owpass and highpass filters | Sampling rate change operations | Sampling rate change operations | upsampling and downsampling | upsampling and downsampling | ractional sampling | ractional sampling | interpolation | interpolation | Filter Banks | Filter Banks | time domain (Haar example) and frequency domain | time domain (Haar example) and frequency domain | conditions for alias cancellation and no distortion | conditions for alias cancellation and no distortion | perfect reconstruction | perfect reconstruction | halfband filters and possible factorizations | halfband filters and possible factorizations | Modulation and polyphase representations | Modulation and polyphase representations | Noble identities | Noble identities | block Toeplitz matrices and block z-transforms | block Toeplitz matrices and block z-transforms | polyphase examples | polyphase examples | Matlab wavelet toolbox | Matlab wavelet toolbox | Orthogonal filter banks | Orthogonal filter banks | paraunitary matrices | paraunitary matrices | orthogonality condition (Condition O) in the time domain | orthogonality condition (Condition O) in the time domain | modulation domain and polyphase domain | modulation domain and polyphase domain | Maxflat filters | Maxflat filters | Daubechies and Meyer formulas | Daubechies and Meyer formulas | Spectral factorization | Spectral factorization | Multiresolution Analysis (MRA) | Multiresolution Analysis (MRA) | requirements for MRA | requirements for MRA | nested spaces and complementary spaces; scaling functions and wavelets | nested spaces and complementary spaces; scaling functions and wavelets | Refinement equation | Refinement equation | iterative and recursive solution techniques | iterative and recursive solution techniques | infinite product formula | infinite product formula | filter bank approach for computing scaling functions and wavelets | filter bank approach for computing scaling functions and wavelets | Orthogonal wavelet bases | Orthogonal wavelet bases | connection to orthogonal filters | connection to orthogonal filters | orthogonality in the frequency domain | orthogonality in the frequency domain | Biorthogonal wavelet bases | Biorthogonal wavelet bases | Mallat pyramid algorithm | Mallat pyramid algorithm | Accuracy of wavelet approximations (Condition A) | Accuracy of wavelet approximations (Condition A) | vanishing moments | vanishing moments | polynomial cancellation in filter banks | polynomial cancellation in filter banks | Smoothness of wavelet bases | Smoothness of wavelet bases | convergence of the cascade algorithm (Condition E) | convergence of the cascade algorithm (Condition E) | splines | splines | Bases vs. frames | Bases vs. frames | Signal and image processing | Signal and image processing | finite length signals | finite length signals | boundary filters and boundary wavelets | boundary filters and boundary wavelets | wavelet compression algorithms | wavelet compression algorithms | Lifting | Lifting | ladder structure for filter banks | ladder structure for filter banks | factorization of polyphase matrix into lifting steps | factorization of polyphase matrix into lifting steps | lifting form of refinement equationSec | lifting form of refinement equationSec | Wavelets and subdivision | Wavelets and subdivision | nonuniform grids | nonuniform grids | multiresolution for triangular meshes | multiresolution for triangular meshes | representation and compression of surfaces | representation and compression of surfaces | Numerical solution of PDEs | Numerical solution of PDEs | Galerkin approximation | Galerkin approximation | wavelet integrals (projection coefficients | moments and connection coefficients) | wavelet integrals (projection coefficients | moments and connection coefficients) | convergence | convergence | Subdivision wavelets for integral equations | Subdivision wavelets for integral equations | Compression and convergence estimates | Compression and convergence estimates | M-band wavelets | M-band wavelets | DFT filter banks and cosine modulated filter banks | DFT filter banks and cosine modulated filter banks | Multiwavelets | Multiwavelets

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm

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18.327 Wavelets, Filter Banks and Applications (MIT)

Description

Wavelets are localized basis functions, good for representing short-time events. The coefficients at each scale are filtered and subsampled to give coefficients at the next scale. This is Mallat's pyramid algorithm for multiresolution, connecting wavelets to filter banks. Wavelets and multiscale algorithms for compression and signal/image processing are developed. Subject is project-based for engineering and scientific applications.

Subjects

Discrete-time filters | convolution | Fourier transform | owpass and highpass filters | Sampling rate change operations | upsampling and downsampling | ractional sampling | interpolation | Filter Banks | time domain (Haar example) and frequency domain | conditions for alias cancellation and no distortion | perfect reconstruction | halfband filters and possible factorizations | Modulation and polyphase representations | Noble identities | block Toeplitz matrices and block z-transforms | polyphase examples | Matlab wavelet toolbox | Orthogonal filter banks | paraunitary matrices | orthogonality condition (Condition O) in the time domain | modulation domain and polyphase domain | Maxflat filters | Daubechies and Meyer formulas | Spectral factorization | Multiresolution Analysis (MRA) | requirements for MRA | nested spaces and complementary spaces; scaling functions and wavelets | Refinement equation | iterative and recursive solution techniques | infinite product formula | filter bank approach for computing scaling functions and wavelets | Orthogonal wavelet bases | connection to orthogonal filters | orthogonality in the frequency domain | Biorthogonal wavelet bases | Mallat pyramid algorithm | Accuracy of wavelet approximations (Condition A) | vanishing moments | polynomial cancellation in filter banks | Smoothness of wavelet bases | convergence of the cascade algorithm (Condition E) | splines | Bases vs. frames | Signal and image processing | finite length signals | boundary filters and boundary wavelets | wavelet compression algorithms | Lifting | ladder structure for filter banks | factorization of polyphase matrix into lifting steps | lifting form of refinement equationSec | Wavelets and subdivision | nonuniform grids | multiresolution for triangular meshes | representation and compression of surfaces | Numerical solution of PDEs | Galerkin approximation | wavelet integrals (projection coefficients | moments and connection coefficients) | convergence | Subdivision wavelets for integral equations | Compression and convergence estimates | M-band wavelets | DFT filter banks and cosine modulated filter banks | Multiwavelets

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see https://ocw.mit.edu/terms/index.htm

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18.327 Wavelets, Filter Banks and Applications (MIT)

Description

Wavelets are localized basis functions, good for representing short-time events. The coefficients at each scale are filtered and subsampled to give coefficients at the next scale. This is Mallat's pyramid algorithm for multiresolution, connecting wavelets to filter banks. Wavelets and multiscale algorithms for compression and signal/image processing are developed. Subject is project-based for engineering and scientific applications.

Subjects

Discrete-time filters | convolution | Fourier transform | owpass and highpass filters | Sampling rate change operations | upsampling and downsampling | ractional sampling | interpolation | Filter Banks | time domain (Haar example) and frequency domain | conditions for alias cancellation and no distortion | perfect reconstruction | halfband filters and possible factorizations | Modulation and polyphase representations | Noble identities | block Toeplitz matrices and block z-transforms | polyphase examples | Matlab wavelet toolbox | Orthogonal filter banks | paraunitary matrices | orthogonality condition (Condition O) in the time domain | modulation domain and polyphase domain | Maxflat filters | Daubechies and Meyer formulas | Spectral factorization | Multiresolution Analysis (MRA) | requirements for MRA | nested spaces and complementary spaces; scaling functions and wavelets | Refinement equation | iterative and recursive solution techniques | infinite product formula | filter bank approach for computing scaling functions and wavelets | Orthogonal wavelet bases | connection to orthogonal filters | orthogonality in the frequency domain | Biorthogonal wavelet bases | Mallat pyramid algorithm | Accuracy of wavelet approximations (Condition A) | vanishing moments | polynomial cancellation in filter banks | Smoothness of wavelet bases | convergence of the cascade algorithm (Condition E) | splines | Bases vs. frames | Signal and image processing | finite length signals | boundary filters and boundary wavelets | wavelet compression algorithms | Lifting | ladder structure for filter banks | factorization of polyphase matrix into lifting steps | lifting form of refinement equationSec | Wavelets and subdivision | nonuniform grids | multiresolution for triangular meshes | representation and compression of surfaces | Numerical solution of PDEs | Galerkin approximation | wavelet integrals (projection coefficients | moments and connection coefficients) | convergence | Subdivision wavelets for integral equations | Compression and convergence estimates | M-band wavelets | DFT filter banks and cosine modulated filter banks | Multiwavelets

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see https://ocw.mit.edu/terms/index.htm

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Side Tank Engine for the Lagos Railway, Nigeria Side Tank Engine for the Lagos Railway, Nigeria

Description

Subjects

roof | roof | chimney | chimney | industry | industry | window | window | wheel | wheel | metal | metal | train | train | vent | vent | interesting | interesting | construction | construction | cabin | cabin | industrial | industrial | carriage | carriage | body | body | mark | mark | parts | parts | debris | debris | letters | letters | grain | grain | engineering | engineering | rail | rail | railway | railway | structure | structure | steam | steam | number | number | piston | piston | doorway | doorway | engines | engines | transportation | transportation | bolt | bolt | cylinder | cylinder | nigeria | nigeria | locomotive | locomotive | unusual | unusual | identification | identification | railways | railways | locomotives | locomotives | manufactured | manufactured | newcastleupontyne | newcastleupontyne | fascinating | fascinating | digitalimage | digitalimage | tankengine | tankengine | industrialheritage | industrialheritage | forthbanks | forthbanks | stationaryengines | stationaryengines | neutralbackground | neutralbackground | sepiaphotograph | sepiaphotograph | locomotiveengine | locomotiveengine | hawthornleslie | hawthornleslie | crownagents | crownagents | roberthawthorn | roberthawthorn | williamhawthorn | williamhawthorn | november1910 | november1910 | hawthornleslielocomotives | hawthornleslielocomotives | forthbanksworks | forthbanksworks | lagosrailway | lagosrailway | sidetankengines | sidetankengines | hawthornleslielocomotiveworks | hawthornleslielocomotiveworks | southnigeria | southnigeria

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Locomotive for the Singapore Railway Locomotive for the Singapore Railway

Description

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chimney | chimney | industry | industry | window | window | wheel | wheel | stone | stone | train | train | interesting | interesting | cabin | cabin | industrial | industrial | unitedkingdom | unitedkingdom | mark | mark | parts | parts | label | label | debris | debris | grain | grain | engineering | engineering | rail | rail | railway | railway | plate | plate | historic | historic | doorway | doorway | photograph | photograph | engines | engines | cylinder | cylinder | locomotive | locomotive | unusual | unusual | railways | railways | stockton | stockton | partnership | partnership | impressive | impressive | newcastleupontyne | newcastleupontyne | fascinating | fascinating | digitalimage | digitalimage | 1831 | 1831 | tankengine | tankengine | steamlocomotive | steamlocomotive | manufacturing | manufacturing | industrialheritage | industrialheritage | 1820 | 1820 | forthbanks | forthbanks | blackandwhitephotograph | blackandwhitephotograph | northeastofengland | northeastofengland | neutralbackground | neutralbackground | singaporerailway | singaporerailway | sepiaphotograph | sepiaphotograph | locomotiveengine | locomotiveengine | hawthornleslie | hawthornleslie | roberthawthorn | roberthawthorn | march1910 | march1910 | williamhawthorn | williamhawthorn | sidetankengine | sidetankengine | hawthornleslielocomotives | hawthornleslielocomotives | forthbanksworks | forthbanksworks | hawthornleslielocomotiveworks | hawthornleslielocomotiveworks | crownagentsforthecolonies | crownagentsforthecolonies | january1817 | january1817 | darlingtonrailway | darlingtonrailway

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Side tank engine 'Earl of Mount Edgcumbe' Side tank engine 'Earl of Mount Edgcumbe'

Description

Subjects

roof | roof | industry | industry | window | window | wheel | wheel | wall | wall | train | train | interesting | interesting | industrial | industrial | panel | panel | unitedkingdom | unitedkingdom | parts | parts | pipe | pipe | engineering | engineering | rail | rail | plate | plate | historic | historic | doorway | doorway | engines | engines | transportation | transportation | signage | signage | bolt | bolt | cylinder | cylinder | locomotive | locomotive | unusual | unusual | railways | railways | cog | cog | partnership | partnership | newcastleupontyne | newcastleupontyne | fascinating | fascinating | digitalimage | digitalimage | tankengine | tankengine | manufacturing | manufacturing | industrialheritage | industrialheritage | forthbanks | forthbanks | blackandwhitephotograph | blackandwhitephotograph | southwestofengland | southwestofengland | sepiaphotograph | sepiaphotograph | locomotiveengine | locomotiveengine | hawthornleslie | hawthornleslie | earlofmountedgcumbe | earlofmountedgcumbe | roberthawthorn | roberthawthorn | williamhawthorn | williamhawthorn | sidetankengine | sidetankengine | october1906 | october1906 | hawthornleslielocomotives | hawthornleslielocomotives | berealstoncalstockrailway | berealstoncalstockrailway | forthbanksworks | forthbanksworks | 13october1906 | 13october1906

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Side tank engine 'Huaral' built by Hawthorn Leslie Side tank engine 'Huaral' built by Hawthorn Leslie

Description

Subjects

light | light | shadow | shadow | chimney | chimney | industry | industry | peru | peru | window | window | wheel | wheel | metal | metal | stone | stone | bar | bar | train | train | handle | handle | vent | vent | interesting | interesting | industrial | industrial | panel | panel | mechanical | mechanical | unitedkingdom | unitedkingdom | mark | mark | parts | parts | letters | letters | transport | transport | pipe | pipe | guard | guard | grain | grain | engine | engine | engineering | engineering | rail | rail | railway | railway | plate | plate | historic | historic | number | number | doorway | doorway | step | step | engines | engines | transportation | transportation | bolt | bolt | cylinder | cylinder | locomotive | locomotive | unusual | unusual | identification | identification | railways | railways | stockton | stockton | partnership | partnership | impressive | impressive | manufactured | manufactured | lever | lever | newcastleupontyne | newcastleupontyne | fascinating | fascinating | digitalimage | digitalimage | tankengine | tankengine | industrialheritage | industrialheritage | forthbanks | forthbanks | twentiethcentury | twentiethcentury | blackandwhitephotograph | blackandwhitephotograph | northeastofengland | northeastofengland | huaral | huaral | neutralbackground | neutralbackground | sepiaphotograph | sepiaphotograph | locomotiveengine | locomotiveengine | hawthornleslie | hawthornleslie | roberthawthorn | roberthawthorn | williamhawthorn | williamhawthorn | november1910 | november1910 | sidetankengine | sidetankengine | hawthornleslielocomotives | hawthornleslielocomotives | forthbanksworks | forthbanksworks | hawthornleslielocomotiveworks | hawthornleslielocomotiveworks | 28november1910 | 28november1910 | darlingtonrailway | darlingtonrailway | northeasternrailwayofperu | northeasternrailwayofperu

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Tank engine 'Burra' ready for shipment to Australia Tank engine 'Burra' ready for shipment to Australia

Description

Subjects

chimney | chimney | industry | industry | window | window | wheel | wheel | bar | bar | train | train | vent | vent | interesting | interesting | industrial | industrial | unitedkingdom | unitedkingdom | mark | mark | parts | parts | label | label | debris | debris | pipe | pipe | grain | grain | sydney | sydney | engine | engine | engineering | engineering | rail | rail | railway | railway | plate | plate | australia | australia | ground | ground | historic | historic | doorway | doorway | engines | engines | transportation | transportation | signage | signage | cylinder | cylinder | archives | archives | letter | letter | newsouthwales | newsouthwales | locomotive | locomotive | unusual | unusual | trainengine | trainengine | striking | striking | railways | railways | partnership | partnership | slope | slope | impressive | impressive | newcastleupontyne | newcastleupontyne | fascinating | fascinating | digitalimage | digitalimage | shipment | shipment | manufacture | manufacture | tankengine | tankengine | burra | burra | industrialheritage | industrialheritage | 1882 | 1882 | 1820 | 1820 | forthbanks | forthbanks | blackandwhitephotograph | blackandwhitephotograph | northeastofengland | northeastofengland | stationaryengines | stationaryengines | neutralbackground | neutralbackground | locomotiveengine | locomotiveengine | hawthornleslie | hawthornleslie | roberthawthorn | roberthawthorn | may1923 | may1923 | williamhawthorn | williamhawthorn | stocktonrailway | stocktonrailway | hawthornleslielocomotives | hawthornleslielocomotives | forthbanksworks | forthbanksworks | hawthornleslielocomotiveworks | hawthornleslielocomotiveworks | january1817 | january1817 | darlingtonrailway | darlingtonrailway | worldwideorders | worldwideorders | australengineeringsupplycompany | australengineeringsupplycompany

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North Eastern Railway Company North Eastern Railway Company

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london | london | industry | industry | window | window | wheel | wheel | metal | metal | train | train | handle | handle | vent | vent | interesting | interesting | industrial | industrial | carriage | carriage | panel | panel | unitedkingdom | unitedkingdom | mark | mark | pipe | pipe | grain | grain | engine | engine | engineering | engineering | rail | rail | railway | railway | ground | ground | historic | historic | doorway | doorway | engines | engines | transportation | transportation | bolt | bolt | cylinder | cylinder | archives | archives | locomotive | locomotive | unusual | unusual | striking | striking | railways | railways | hebburn | hebburn | partnership | partnership | impressive | impressive | newcastleupontyne | newcastleupontyne | fascinating | fascinating | digitalimage | digitalimage | 1885 | 1885 | 1924 | 1924 | manufacture | manufacture | tankengine | tankengine | industrialheritage | industrialheritage | lner | lner | 1820 | 1820 | forthbanks | forthbanks | blackandwhitephotograph | blackandwhitephotograph | northeastofengland | northeastofengland | stationaryengines | stationaryengines | neutralbackground | neutralbackground | locomotiveengine | locomotiveengine | andrewleslie | andrewleslie | marineengineering | marineengineering | hawthornleslie | hawthornleslie | passengerlocomotive | passengerlocomotive | northeasternrailwaycompany | northeasternrailwaycompany | roberthawthorn | roberthawthorn | williamhawthorn | williamhawthorn | stocktonrailway | stocktonrailway | hawthornleslielocomotives | hawthornleslielocomotives | londonnortheasternrailwaycompany | londonnortheasternrailwaycompany | forthbanksworks | forthbanksworks | hawthornleslielocomotiveworks | hawthornleslielocomotiveworks | darlingtonrailway | darlingtonrailway | lner1784 | lner1784 | randwhawthornlesliecoltd | randwhawthornlesliecoltd

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Crane locomotive built in Newcastle upon Tyne Crane locomotive built in Newcastle upon Tyne

Description

Subjects

paris | paris | france | france | industry | industry | wheel | wheel | sepia | sepia | train | train | interesting | interesting | construction | construction | cabin | cabin | industrial | industrial | panel | panel | unitedkingdom | unitedkingdom | crane | crane | mark | mark | parts | parts | letters | letters | pipe | pipe | guard | guard | grain | grain | engine | engine | engineering | engineering | rail | rail | railway | railway | ground | ground | structure | structure | historic | historic | doorway | doorway | step | step | engines | engines | signage | signage | bolt | bolt | cylinder | cylinder | archives | archives | groove | groove | locomotive | locomotive | unusual | unusual | hook | hook | railways | railways | development | development | weight | weight | impressive | impressive | hawthorn | hawthorn | lever | lever | newcastleupontyne | newcastleupontyne | fascinating | fascinating | digitalimage | digitalimage | tankengine | tankengine | manufacturing | manufacturing | industrialheritage | industrialheritage | forthbanks | forthbanks | blackandwhitephotograph | blackandwhitephotograph | northeastofengland | northeastofengland | neutralbackground | neutralbackground | locomotiveengine | locomotiveengine | hawthornleslie | hawthornleslie | roberthawthorn | roberthawthorn | williamhawthorn | williamhawthorn | cranelocomotive | cranelocomotive | stocktonrailway | stocktonrailway | hawthornleslielocomotives | hawthornleslielocomotives | forthbanksworks | forthbanksworks | hawthornleslielocomotiveworks | hawthornleslielocomotiveworks | darlingtonrailway | darlingtonrailway | mrhanning | mrhanning | 30march1909 | 30march1909

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Locomotive for Ashington Coal Company Locomotive for Ashington Coal Company

Description

Subjects

blur | blur | industry | industry | window | window | wheel | wheel | stone | stone | train | train | handle | handle | vent | vent | interesting | interesting | cabin | cabin | industrial | industrial | unitedkingdom | unitedkingdom | mark | mark | grain | grain | engine | engine | engineering | engineering | rail | rail | railway | railway | historic | historic | doorway | doorway | northumberland | northumberland | engines | engines | transportation | transportation | controls | controls | cylinder | cylinder | archives | archives | locomotive | locomotive | unusual | unusual | 1919 | 1919 | railways | railways | impressive | impressive | magnificent | magnificent | shaft | shaft | newcastleupontyne | newcastleupontyne | fascinating | fascinating | digitalimage | digitalimage | manufacture | manufacture | tankengine | tankengine | industrialheritage | industrialheritage | forthbanks | forthbanks | northeastengland | northeastengland | blackandwhitephotograph | blackandwhitephotograph | northeastofengland | northeastofengland | neutralbackground | neutralbackground | hawthornleslie | hawthornleslie | sidetank | sidetank | ashingtoncoalcompany | ashingtoncoalcompany | roberthawthorn | roberthawthorn | williamhawthorn | williamhawthorn | sidetanklocomotive | sidetanklocomotive | hawthornleslielocomotives | hawthornleslielocomotives | forthbanksworks | forthbanksworks | hawthornleslielocomotiveworks | hawthornleslielocomotiveworks

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Banking on Biodiversity

Description

The Chief Environmentalist at the European Investment Bank talks on 'Banking on Biodiversity: the Experience of the European Investment Bank'. Wales; http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

Subjects

biodiversity | finance | eci | banking | banks | highlight | biodiversity | finance | eci | banking | banks | highlight

License

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s Green New Deal

Description

In this second podcast, Linda Yueh and Jonathan Michie discuss President Obama's Green New Deal, banking bail-outs, quantitative easing and whether we can spend our way out of the economic crisis. Wales; http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

Subjects

credit crunch | green new deal | money | economics | recession | banking | bail-out | businesses | nationalisation | banks | obama | nationalization | credit crunch | green new deal | money | economics | recession | banking | bail-out | businesses | nationalisation | banks | obama | nationalization

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Credit Crunch Live

Description

Economics students of St Edmund Hall, University of Oxford pose questions to a panel of experts about the credit crunch and global recession. Wales; http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

Subjects

quantitative easing | macroeconomics | credit crunch | nationalization | money | keynesian | economics | recession | banking | bail-out | businesses | fiscal policy | nationalisation | banks | keynesianism | VAT | obama | quantitative easing | macroeconomics | credit crunch | nationalization | money | keynesian | economics | recession | banking | bail-out | businesses | fiscal policy | nationalisation | banks | keynesianism | VAT | obama

License

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Taming the Casino Banks

Description

In this podcast the experts discuss whether the 'casino' banks that are considered too big to fail are simply too big, and explain the arguments for and against splitting them up. Wales; http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

Subjects

credit crunch | finance | economics | bail out | recession | banking | bail-out | banks | bank | credit crunch | finance | economics | bail out | recession | banking | bail-out | banks | bank

License

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The post-crisis politics of financial reform: business as usual or new global order?

Description

Poul Nyrup Rasmussen, President of European Socialist Party and former Prime Minister of Denmark talks about the politics of current efforts to regulate the financial sector. Wales; http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

Subjects

banks | politics | europe | financial regulation | banks | politics | europe | financial regulation | 2009-10-21

License

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The post-crisis politics of financial reform: business as usual or new global order?

Description

Poul Nyrup Rasmussen, President of European Socialist Party and former Prime Minister of Denmark talks about the politics of current efforts to regulate the financial sector. Wales; http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

Subjects

banks | politics | europe | financial regulation | banks | politics | europe | financial regulation | 2009-10-21

License

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6.341 Discrete-Time Signal Processing (MIT) 6.341 Discrete-Time Signal Processing (MIT)

Description

This class addresses the representation, analysis, and design of discrete time signals and systems. The major concepts covered include: Discrete-time processing of continuous-time signals; decimation, interpolation, and sampling rate conversion; flowgraph structures for DT systems; time-and frequency-domain design techniques for recursive (IIR) and non-recursive (FIR) filters; linear prediction; discrete Fourier transform, FFT algorithm; short-time Fourier analysis and filter banks; multirate techniques; Hilbert transforms; Cepstral analysis and various applications. Acknowledgements I would like to express my thanks to Thomas Baran, Myung Jin Choi, and Xiaomeng Shi for compiling the lecture notes on this site from my individual lectures and handouts and their class notes during the semest This class addresses the representation, analysis, and design of discrete time signals and systems. The major concepts covered include: Discrete-time processing of continuous-time signals; decimation, interpolation, and sampling rate conversion; flowgraph structures for DT systems; time-and frequency-domain design techniques for recursive (IIR) and non-recursive (FIR) filters; linear prediction; discrete Fourier transform, FFT algorithm; short-time Fourier analysis and filter banks; multirate techniques; Hilbert transforms; Cepstral analysis and various applications. Acknowledgements I would like to express my thanks to Thomas Baran, Myung Jin Choi, and Xiaomeng Shi for compiling the lecture notes on this site from my individual lectures and handouts and their class notes during the semest

Subjects

discrete time signals and systems | discrete time signals and systems | discrete-time processing of continuous-time signals | discrete-time processing of continuous-time signals | decimation | decimation | interpolation | interpolation | sampling rate conversion | sampling rate conversion | Flowgraph structures | Flowgraph structures | time- and frequency-domain design techniques for recursive (IIR) and non-recursive (FIR) filters | time- and frequency-domain design techniques for recursive (IIR) and non-recursive (FIR) filters | linear prediction | linear prediction | Discrete Fourier transform | Discrete Fourier transform | FFT algorithm | FFT algorithm | Short-time Fourier analysis and filter banks | Short-time Fourier analysis and filter banks | Multirate techniques | Multirate techniques | Hilbert transforms | Hilbert transforms | Cepstral analysis | Cepstral analysis

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm

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11.431J Real Estate Finance and Investment (MIT) 11.431J Real Estate Finance and Investment (MIT)

Description

This course is an introduction to the most fundamental concepts, principles, analytical methods and tools useful for making investment and finance decisions regarding commercial real estate assets. As the first of a two-course sequence, this course will focus on the basic building blocks and the "micro" level, which pertains to individual properties and deals. This course is an introduction to the most fundamental concepts, principles, analytical methods and tools useful for making investment and finance decisions regarding commercial real estate assets. As the first of a two-course sequence, this course will focus on the basic building blocks and the "micro" level, which pertains to individual properties and deals.

Subjects

real estate | real estate | finance and investment | finance and investment | financial decisions | financial decisions | property development and investment | property development and investment | leasing and property income streams | leasing and property income streams | pro forma analysis | pro forma analysis | equity valuation | equity valuation | tax analysis | tax analysis | options | options | risk | risk | financial structuring of real property ownership | financial structuring of real property ownership | pension funds | pension funds | REITs | REITs | banks | banks | life insurance companies | life insurance companies

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm

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Good Practice for Research Collection and Biobanks

Description

Jane Kaye, Director of the HeLEX centre in Oxford, gives a talk on good practice in collecting research data and biobanks as part of the Oxford Bioethics Network series on Issues in Research Ethics. Wales; http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

Subjects

helex | bioethics network | consent | biobanks | research | oxford | ethics | law | helex | bioethics network | consent | biobanks | research | oxford | ethics | law

License

http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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Good Practice for Research Collection and Biobanks (Slides)

Description

Jane Kaye, Director of the HeLEX centre in Oxford, gives a talk on good practice in collecting research data and biobanks as part of the Oxford Bioethics Network series on Issues in Research Ethics. Wales; http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

Subjects

helex | bioethics network | consent | biobanks | research | oxford | ethics | law | helex | bioethics network | consent | biobanks | research | oxford | ethics | law

License

http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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s Green New Deal (Transcript)

Description

In this second podcast, Linda Yueh and Jonathan Michie discuss President Obama's Green New Deal, banking bail-outs, quantitative easing and whether we can spend our way out of the economic crisis.

Subjects

credit crunch | green new deal | money | economics | recession | banking | bail-out | businesses | nationalisation | banks | obama | nationalization | credit crunch | green new deal | money | economics | recession | banking | bail-out | businesses | nationalisation | banks | obama | nationalization

License

http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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Credit Crunch Live (Transcript)

Description

Economics students of St Edmund Hall, University of Oxford pose questions to a panel of experts about the credit crunch and global recession.

Subjects

quantitative easing | macroeconomics | credit crunch | nationalization | money | keynesian | economics | recession | banking | bail-out | businesses | fiscal policy | nationalisation | banks | keynesianism | VAT | obama | quantitative easing | macroeconomics | credit crunch | nationalization | money | keynesian | economics | recession | banking | bail-out | businesses | fiscal policy | nationalisation | banks | keynesianism | VAT | obama

License

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Taming the Casino Banks (Transcript)

Description

In this podcast the experts discuss whether the 'casino' banks that are considered too big to fail are simply too big, and explain the arguments for and against splitting them up.

Subjects

credit crunch | finance | economics | bail out | recession | banking | bail-out | banks | bank | credit crunch | finance | economics | bail out | recession | banking | bail-out | banks | bank

License

http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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The post-crisis politics of financial reform: business as usual or new global order?

Description

Poul Nyrup Rasmussen, President of European Socialist Party and former Prime Minister of Denmark talks about the politics of current efforts to regulate the financial sector.

Subjects

banks | politics | europe | financial regulation | banks | politics | europe | financial regulation | 2009-10-21

License

http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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