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- Smoothing abstract "In statistics and image processing, to smooth a data set is to create an approximating function that attempts to capture important patterns in the data, while leaving out noise or other fine-scale structures/rapid phenomena. In smoothing, the data points of a signal are modified so individual points (presumably because of noise) are reduced, and points that are lower than the adjacent points are increased leading to a smoother signal. Smoothing may be used in two important ways that can aid in data analysis (1) by being able to extract more information from the data as long as the assumption of smoothing is reasonable and (2) by being able to provide analyses that are both flexible and robust. Many different algorithms are used in smoothing.Smoothing may be distinguished from the related and partially overlapping concept of curve fitting in the following ways: curve fitting often involves the use of an explicit function form for the result, whereas the immediate results from smoothing are the \"smoothed\" values with no later use made of a functional form if there is one; the aim of smoothing is to give a general idea of relatively slow changes of value with little attention paid to the close matching of data values, while curve fitting concentrates on achieving as close a match as possible. smoothing methods often have an associated tuning parameter which is used to control the extent of smoothing. Curve fitting will adjust any number of parameters of the function to obtain the 'best' fit.However, the terminology used across applications is mixed. For example, use of an interpolating spline fits a smooth curve exactly through the given data points and is sometimes called \"smoothing\".".
- Smoothing wikiPageExternalLink smoothing-filtering-and-prediction-estimating-the-past-present-and-future.
- Smoothing wikiPageID "4155662".
- Smoothing wikiPageLength "5756".
- Smoothing wikiPageOutDegree "48".
- Smoothing wikiPageRevisionID "686978577".
- Smoothing wikiPageWikiLink Additive_smoothing.
- Smoothing wikiPageWikiLink Algorithm.
- Smoothing wikiPageWikiLink Butterworth_filter.
- Smoothing wikiPageWikiLink Category:Data_analysis.
- Smoothing wikiPageWikiLink Category:Image_processing.
- Smoothing wikiPageWikiLink Category:Signal_processing.
- Smoothing wikiPageWikiLink Category:Statistical_charts_and_diagrams.
- Smoothing wikiPageWikiLink Category:Time_series_analysis.
- Smoothing wikiPageWikiLink Computer_vision.
- Smoothing wikiPageWikiLink Convolution.
- Smoothing wikiPageWikiLink Curve_fitting.
- Smoothing wikiPageWikiLink Data_set.
- Smoothing wikiPageWikiLink Digital_filter.
- Smoothing wikiPageWikiLink Edge-preserving_smoothing.
- Smoothing wikiPageWikiLink Exponential_smoothing.
- Smoothing wikiPageWikiLink Function_(mathematics).
- Smoothing wikiPageWikiLink Graph_cuts_in_computer_vision.
- Smoothing wikiPageWikiLink Hat_matrix.
- Smoothing wikiPageWikiLink Image_processing.
- Smoothing wikiPageWikiLink Kalman_filter.
- Smoothing wikiPageWikiLink Kernel_smoother.
- Smoothing wikiPageWikiLink Kolmogorov–Zurbenko_filter.
- Smoothing wikiPageWikiLink Laplacian_smoothing.
- Smoothing wikiPageWikiLink Linear_map.
- Smoothing wikiPageWikiLink Local_regression.
- Smoothing wikiPageWikiLink Low-pass_filter.
- Smoothing wikiPageWikiLink Moving_average.
- Smoothing wikiPageWikiLink Noise.
- Smoothing wikiPageWikiLink Pattern.
- Smoothing wikiPageWikiLink Ramer–Douglas–Peucker_algorithm.
- Smoothing wikiPageWikiLink Savitzky–Golay_filter.
- Smoothing wikiPageWikiLink Scale_space.
- Smoothing wikiPageWikiLink Smoothing_spline.
- Smoothing wikiPageWikiLink Spline_(mathematics).
- Smoothing wikiPageWikiLink Statistical_signal_processing.
- Smoothing wikiPageWikiLink Statistics.
- Smoothing wikiPageWikiLink Stretched_grid_method.
- Smoothing wikiPageWikiLink Subdivision_surface.
- Smoothing wikiPageWikiLink Survey_methodology.
- Smoothing wikiPageWikiLink Vector_(mathematics_and_physics).
- Smoothing wikiPageWikiLink Window_function.
- Smoothing wikiPageWikiLinkText "Filters and smoothing tools".
- Smoothing wikiPageWikiLinkText "Smoothing".
- Smoothing wikiPageWikiLinkText "data smoothing".
- Smoothing wikiPageWikiLinkText "linear smoothers".
- Smoothing wikiPageWikiLinkText "scatterplot smooths".
- Smoothing wikiPageWikiLinkText "smooth".
- Smoothing wikiPageWikiLinkText "smoother".
- Smoothing wikiPageWikiLinkText "smoothing functions".
- Smoothing wikiPageWikiLinkText "smoothing".
- Smoothing wikiPageUsesTemplate Template:About.
- Smoothing wikiPageUsesTemplate Template:Citation_needed.
- Smoothing wikiPageUsesTemplate Template:Cite_book.
- Smoothing wikiPageUsesTemplate Template:Refbegin.
- Smoothing wikiPageUsesTemplate Template:Reflist.
- Smoothing subject Category:Data_analysis.
- Smoothing subject Category:Image_processing.
- Smoothing subject Category:Signal_processing.
- Smoothing subject Category:Statistical_charts_and_diagrams.
- Smoothing subject Category:Time_series_analysis.
- Smoothing type Type.
- Smoothing type Algorithm.
- Smoothing type Chart.
- Smoothing type Econometric.
- Smoothing type Field.
- Smoothing type Process.
- Smoothing type Type.
- Smoothing comment "In statistics and image processing, to smooth a data set is to create an approximating function that attempts to capture important patterns in the data, while leaving out noise or other fine-scale structures/rapid phenomena. In smoothing, the data points of a signal are modified so individual points (presumably because of noise) are reduced, and points that are lower than the adjacent points are increased leading to a smoother signal.".
- Smoothing label "Smoothing".
- Smoothing sameAs Q775963.
- Smoothing sameAs Glätten_(Mathematik).
- Smoothing sameAs Alisado.
- Smoothing sameAs Lissage_(mathématiques).
- Smoothing sameAs Suavizado.
- Smoothing sameAs החלקה.
- Smoothing sameAs Smoothing.
- Smoothing sameAs Utjamning.
- Smoothing sameAs m.0bm3qk.
- Smoothing sameAs Utjämning.
- Smoothing sameAs Згладжування.
- Smoothing sameAs Q775963.
- Smoothing sameAs 平滑.
- Smoothing wasDerivedFrom Smoothing?oldid=686978577.
- Smoothing isPrimaryTopicOf Smoothing.