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Analyzing the large numbers of variables in biomedical and satellite imagery / / Phillip I. Good
| Analyzing the large numbers of variables in biomedical and satellite imagery / / Phillip I. Good |
| Autore | Good Phillip I |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley, c2011 |
| Descrizione fisica | xii, 185 p. : ill |
| Disciplina | 006.3/12 |
| Soggetto topico |
Data mining
Mathematical statistics Biomedical engineering - Data processing Remote sensing - Data processing Functions of several complex variables R (Computer program language) |
| ISBN |
1-283-13877-8
0-470-93725-4 9786613138774 0-470-93727-0 1-118-00214-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
; Machine generated contents note: ; 1. Very Large Arrays -- ; 1.1. Applications -- ; 1.2. Problems -- ; 1.3. Solutions -- ; 2. Permutation Tests -- ; 2.1. Two-Sample Comparison -- ; 2.1.1. Blocks -- ; 2.2. k-Sample Comparison -- ; 2.3. Computing The p-Value -- ; 2.3.1. Monte Carlo Method -- ; 2.3.2. An R Program -- ; 2.4. Multiple-Variable Comparisons -- ; 2.4.1. Euclidean Distance Matrix Analysis -- ; 2.4.2. Hotelling's T2 -- ; 2.4.3. Mantel's U -- ; 2.4.4. Combining Univariate Tests -- ; 2.4.5. Gene Set Enrichment Analysis -- ; 2.5. Categorical Data -- ; 2.6. Software -- ; 2.7. Summary -- ; 3. Applying the Permutation Test -- ; 3.1. Which Variables Should Be Included? -- ; 3.2. Single-Value Test Statistics -- ; 3.2.1. Categorical Data -- ; 3.2.2. A Multivariate Comparison Based on a Summary Statistic -- ; 3.2.3. A Multivariate Comparison Based on Variants of Hotelling's T2
; 3.2.4. Adjusting for Covariates -- ; 3.2.5. Pre-Post Comparisons -- ; 3.2.6. Choosing a Statistic: Time-Course Microarrays -- ; 3.3. Recommended Approaches -- ; 3.4. To Learn More -- ; 4. Biological Background -- ; 4.1. Medical Imaging -- ; 4.1.1. Ultrasound -- ; 4.1.2. EEG/MEG -- ; 4.1.3. Magnetic Resonance Imaging -- ; 4.1.3.1. MRI -- ; 4.1.3.2. fMRI -- ; 4.1.4. Positron Emission Tomography -- ; 4.2. Microarrays -- ; 4.3. To Learn More -- ; 5. Multiple Tests -- ; 5.1. Reducing the Number of Hypotheses to Be Tested -- ; 5.1.1. Normalization -- ; 5.1.2. Selection Methods -- ; 5.1.2.1. Univariate Statistics -- ; 5.1.2.2. Which Statistic? -- ; 5.1.2.3. Heuristic Methods -- ; 5.1.2.4. Which Method? -- ; 5.2. Controlling the Over All Error Rate -- ; 5.2.1. An Example: Analyzing Data from Microarrays -- ; 5.3. Controlling the False Discovery Rate -- ; 5.3.1. An Example: Analyzing Time-Course Data from Microarrays -- ; 5.4. Gene Set Enrichment Analysis ; 5.5. Software for Performing Multiple Simultaneous Tests -- ; 5.5.1. AFNI -- ; 5.5.2. Cyber-T -- ; 5.5.3. dChip -- ; 5.5.4. ExactFDR -- ; 5.5.5. GESS -- ; 5.5.6. HaploView -- ; 5.5.7. MatLab -- ; 5.5.8. R -- ; 5.5.9. SAM -- ; 5.5.10. ParaSam -- ; 5.6. Summary -- ; 5.7. To Learn More -- ; 6. The Bootstrap -- ; 6.1. Samples and Populations -- ; 6.2. Precision of an Estimate -- ; 6.2.1. R Code -- ; 6.2.2. Applying the Bootstrap -- ; 6.2.3. Bootstrap Reproducibility Index -- ; 6.2.4. Estimation in Regression Models -- ; 6.3. Confidence Intervals -- ; 6.3.1. Testing for Equivalence -- ; 6.3.2. Parametric Bootstrap -- ; 6.3.3. Blocked Bootstrap -- ; 6.3.4. Balanced Bootstrap -- ; 6.3.5. Adjusted Bootstrap -- ; 6.3.6. Which Test? -- ; 6.4. Determining Sample Size -- ; 6.4.1. Establish a Threshold -- ; 6.5. Validation -- ; 6.5.1. Cluster Analysis -- ; 6.5.2. Correspondence Analysis -- ; 6.6. Building a Model -- ; 6.7. How Large Should The Samples Be? ; 6.8. Summary -- ; 6.9. To Learn More -- ; 7. Classification Methods -- ; 7.1. Nearest Neighbor Methods -- ; 7.2. Discriminant Analysis -- ; 7.3. Logistic Regression -- ; 7.4. Principal Components -- ; 7.5. Naive Bayes Classifier -- ; 7.6. Heuristic Methods -- ; 7.7. Decision Trees -- ; 7.7.1. A Worked-Through Example -- ; 7.8. Which Algorithm Is Best for Your Application? -- ; 7.8.1. Some Further Comparisons -- ; 7.8.2. Validation Versus Cross-validation -- ; 7.9. Improving Diagnostic Effectiveness -- ; 7.9.1. Boosting -- ; 7.9.2. Ensemble Methods -- ; 7.9.3. Random Forests -- ; 7.10. Software for Decision Trees -- ; 7.11. Summary -- ; 8. Applying Decision Trees -- ; 8.1. Photographs -- ; 8.2. Ultrasound -- ; 8.3. MRI Images -- ; 8.4. EEGs and EMGs -- ; 8.5. Misclassification Costs -- ; 8.6. Receiver Operating Characteristic -- ; 8.7. When the Categories Are As Yet Undefined -- ; 8.7.1. Unsupervised Principal Components Applied to fMRI ; 8.7.2. Supervised Principal Components Applied to Microarrays -- ; 8.8. Ensemble Methods -- ; 8.9. Maximally Diversified Multiple Trees -- ; 8.10. Putting It All Together -- ; 8.11. Summary -- ; 8.12. To Learn More -- Glossary of Biomedical Terminology -- Glossary of Statistical Terminology -- Appendix: An R Primer -- ; R1. Getting Started -- ; R1.1. R Functions -- ; R1.2. Vector Arithmetic -- ; R2. Store and Retrieve Data -- ; R2.1. Storing and Retrieving Files from Within R -- ; R2.2. The Tabular Format -- ; R2.3. Comma Separated Format -- ; R3. Resampling -- ; R3.1. The While Command -- ; R4. Expanding R's Capabilities -- ; R4.1. Downloading Libraries of R Functions -- ; R4.2. Programming Your Own Functions. |
| Record Nr. | UNINA-9910825098303321 |
Good Phillip I
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| Hoboken, N.J., : Wiley, c2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Banach algebras and several complex variables / John Wermer
| Banach algebras and several complex variables / John Wermer |
| Autore | Wermer, John |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | New York : Springer-Verlag, 1976 |
| Descrizione fisica | ix, 161 p. ; 25 cm |
| Disciplina | 515.94 |
| Collana | Graduate texts in mathematics, 0072-5285 ; 35 |
| Soggetto topico |
Algebras of holomorphic functions
Banach algebras Functions of several complex variables |
| ISBN | 0387901604 |
| Classificazione | AMS 32E25 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991000711099707536 |
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Wermer, John
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| New York : Springer-Verlag, 1976 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. del Salento | ||
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Bergman spaces and related topics in complex analysis : proceedings of a conference in honor of Boris Korenblum's 80th birthday, November 20-22, 2003, Barcelona, Spain / / Alexander Borichev, Håkan Hedenmalm, Kehe Zhu, editors
| Bergman spaces and related topics in complex analysis : proceedings of a conference in honor of Boris Korenblum's 80th birthday, November 20-22, 2003, Barcelona, Spain / / Alexander Borichev, Håkan Hedenmalm, Kehe Zhu, editors |
| Pubbl/distr/stampa | Providence, Rhode Island : , : American Mathematical Society |
| Descrizione fisica | 1 online resource (232 p.) |
| Disciplina | 515/.9 |
| Collana |
Contemporary mathematics
Israel mathematical conference proceedings |
| Soggetto topico |
Bergman spaces
Functions of several complex variables |
| Soggetto genere / forma | Electronic books. |
| ISBN |
0-8218-7994-4
0-8218-3712-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""Contents""; ""Preface""; ""A Word from the Organizers""; ""List of Participants""; ""Conference Program""; ""Opening Words by Kristian Seip""; ""Publications of Boris Korenblum""; ""Invariant Subspaces for the Backward Shift on Hilbert Spaces of Analytic Functions with Regular Norm""; ""Surjectivity and Invariant Subspaces of Differential Operators on Weighted Bergman Spaces of Entire Functions""; ""Exceptional Values and the MacLane Class A""; ""Operators on Weighted Bergman Spaces""
""A Sharp Norm Estimate of the Bergman Projection on LP Spaces"" |
| Record Nr. | UNINA-9910479976103321 |
| Providence, Rhode Island : , : American Mathematical Society | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Bergman spaces and related topics in complex analysis : proceedings of a conference in honor of Boris Korenblum's 80th birthday, November 20-22, 2003, Barcelona, Spain / / Alexander Borichev, Håkan Hedenmalm, Kehe Zhu, editors
| Bergman spaces and related topics in complex analysis : proceedings of a conference in honor of Boris Korenblum's 80th birthday, November 20-22, 2003, Barcelona, Spain / / Alexander Borichev, Håkan Hedenmalm, Kehe Zhu, editors |
| Pubbl/distr/stampa | Providence, Rhode Island : , : American Mathematical Society |
| Descrizione fisica | 1 online resource (232 p.) |
| Disciplina | 515/.9 |
| Collana |
Contemporary mathematics
Israel mathematical conference proceedings |
| Soggetto topico |
Bergman spaces
Functions of several complex variables |
| ISBN |
0-8218-7994-4
0-8218-3712-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""Contents""; ""Preface""; ""A Word from the Organizers""; ""List of Participants""; ""Conference Program""; ""Opening Words by Kristian Seip""; ""Publications of Boris Korenblum""; ""Invariant Subspaces for the Backward Shift on Hilbert Spaces of Analytic Functions with Regular Norm""; ""Surjectivity and Invariant Subspaces of Differential Operators on Weighted Bergman Spaces of Entire Functions""; ""Exceptional Values and the MacLane Class A""; ""Operators on Weighted Bergman Spaces""
""A Sharp Norm Estimate of the Bergman Projection on LP Spaces"" |
| Record Nr. | UNINA-9910788662503321 |
| Providence, Rhode Island : , : American Mathematical Society | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Bergman spaces and related topics in complex analysis : proceedings of a conference in honor of Boris Korenblum's 80th birthday, November 20-22, 2003, Barcelona, Spain / / Alexander Borichev, Håkan Hedenmalm, Kehe Zhu, editors
| Bergman spaces and related topics in complex analysis : proceedings of a conference in honor of Boris Korenblum's 80th birthday, November 20-22, 2003, Barcelona, Spain / / Alexander Borichev, Håkan Hedenmalm, Kehe Zhu, editors |
| Pubbl/distr/stampa | Providence, Rhode Island : , : American Mathematical Society |
| Descrizione fisica | 1 online resource (232 p.) |
| Disciplina | 515/.9 |
| Collana |
Contemporary mathematics
Israel mathematical conference proceedings |
| Soggetto topico |
Bergman spaces
Functions of several complex variables |
| ISBN |
0-8218-7994-4
0-8218-3712-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
""Contents""; ""Preface""; ""A Word from the Organizers""; ""List of Participants""; ""Conference Program""; ""Opening Words by Kristian Seip""; ""Publications of Boris Korenblum""; ""Invariant Subspaces for the Backward Shift on Hilbert Spaces of Analytic Functions with Regular Norm""; ""Surjectivity and Invariant Subspaces of Differential Operators on Weighted Bergman Spaces of Entire Functions""; ""Exceptional Values and the MacLane Class A""; ""Operators on Weighted Bergman Spaces""
""A Sharp Norm Estimate of the Bergman Projection on LP Spaces"" |
| Record Nr. | UNINA-9910815366503321 |
| Providence, Rhode Island : , : American Mathematical Society | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Complex analysis : proceedings of the Summer School held at the International Centre for Theoretical Physics. Triestre July 5-30, 1980 / / J. Eells
| Complex analysis : proceedings of the Summer School held at the International Centre for Theoretical Physics. Triestre July 5-30, 1980 / / J. Eells |
| Autore | Eells J. |
| Edizione | [1st ed. 1982.] |
| Pubbl/distr/stampa | Berlin : , : Springer, , [1982] |
| Descrizione fisica | 1 online resource (V, 430 p.) |
| Disciplina | 515.9 |
| Collana | Lecture Notes in Mathematics |
| Soggetto topico |
Functions of several complex variables
Geometry, Differential |
| ISBN | 3-540-39366-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Twistor Theory (The Penrose Transform) -- An Introduction to Analysis on Complex Manifolds -- Complex Analysis and Complexes of Differential Operators -- Deformations of Complex Structures and Holomorphic Vector Bundles -- to Value Distribution Theory of Meromorphic Maps -- Compact Hausdorff Transversally Holomorphic Foliations -- Olomorphic Vectorbundles and Yang Mills Fields. |
| Record Nr. | UNISA-996466659803316 |
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Eells J.
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| Berlin : , : Springer, , [1982] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Complex analysis : Joensuu 1987 : proceedings of the XIIIth Rolf Nevanlinna Colloquium, held in Joensuu, Finland, Aug. 10-13, 1987 / / Ilpo Laine, Seppo Rickman, Tuomas Sorvali
| Complex analysis : Joensuu 1987 : proceedings of the XIIIth Rolf Nevanlinna Colloquium, held in Joensuu, Finland, Aug. 10-13, 1987 / / Ilpo Laine, Seppo Rickman, Tuomas Sorvali |
| Autore | Laine Ilpo |
| Edizione | [1st ed. 1988.] |
| Pubbl/distr/stampa | Berlin : , : Springer, , [1988] |
| Descrizione fisica | 1 online resource (XVIII, 386 p.) |
| Disciplina | 515.9 |
| Collana | Lecture Notes in Mathematics |
| Soggetto topico |
Functions of complex variables
Functions of several complex variables |
| ISBN | 3-540-45992-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Inequalities for the extremal distortion function -- Complete Klein coverings of Klein surfaces of characteristic 0. I -- Quasiconformal extension of plane quasimöbius embeddings -- Some integral conditions involving the spherical derivative -- The dianalytic morphisms of the Klein bottles -- Remarks on Sobolev imbedding inequalities -- A generalization of the Teichmüller theorem -- Unbounded Feynman integrable functionals defined in terms of analytic functions -- Dynamics of maps with constant Schwarzian derivative -- Rational Riemann maps -- A characterization of quasiconformal mappings by the behaviour of a function of three points -- On a class of univalent functions -- Integral means of ?-strongly starlike functions -- On p-adic Nevanlinna theory -- Ahlfors' theorem on asymptotic values and some developments from it -- Regular b-groups and repeated Dehn twists -- Metric boundary conditions for plane domains -- Compactifications of harmonic spaces and Hunt processes -- Convex functions and the Nehari univalence criterion -- A Green formula with multiplicities -- A riemannian metric invariant under Möbius transformations in ?n -- Deformation of one-dimensional quasisymmetric embeddings -- On the exponent of convergence for infinitely generated Fuchsian groups -- The relation between the bounded point derivation and the fine derivation -- Moduli of continuity and a Hardy-Littlewood theorem -- A short proof of a theorem of Ahlfors -- Remarks on the Picard theorem -- Nonequidimensional value distribution theory -- Poincaré domains in the plane -- Concerning the Gross star theorem -- On harmonic majorization -- Homeomorphic conjugates of Fuchsian groups: An outline -- Konforme und quasikonforme Abbildungen und das Krümmungsverhalten von Kurvenscharen -- Carleson measure and BMO interpolation -- Extending plurisubharmonic and holomorphic functions. |
| Record Nr. | UNISA-996466640203316 |
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Laine Ilpo
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| Berlin : , : Springer, , [1988] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Complex analysis : seminar, University Park PA, March 10-14 1986 / / S. G. Krantz, editor
| Complex analysis : seminar, University Park PA, March 10-14 1986 / / S. G. Krantz, editor |
| Edizione | [1st ed. 1987.] |
| Pubbl/distr/stampa | Berlin ; ; Heidelberg : , : Springer-Verlag, , [1987] |
| Descrizione fisica | 1 online resource (VIII, 196 p.) |
| Disciplina | 515.9 |
| Collana | Lecture Notes in Mathematics |
| Soggetto topico |
Functions of complex variables
Functions of several complex variables |
| ISBN | 3-540-47752-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Recent progress and future directions in several complex variables -- Boundary singularities of biholomorphic maps -- Compactness of families of holomorphic mappings up to the boundary -- The imbedding problem for open complex manifolds -- A characterization of CP n by its automorphism group -- Proper mappings between balls in Cn -- Finite-type conditions for real hypersurfaces in ?n -- Iterated commutators and derivatives of the levi form -- Plurisubharmonic functions on ring domains -- Characterizations of certain weakly pseudoconvex domains with non-compact automorphism groups -- Interpolation theory in Cn: A suryey -- Extendability of holomorphic functions. |
| Record Nr. | UNISA-996466487803316 |
| Berlin ; ; Heidelberg : , : Springer-Verlag, , [1987] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Complex analysis : proceedings of the special year held at the University of Maryland, College Park, 1985-86 / / editor, Carlos A. Berenstein
| Complex analysis : proceedings of the special year held at the University of Maryland, College Park, 1985-86 / / editor, Carlos A. Berenstein |
| Edizione | [1st ed. 1987.] |
| Pubbl/distr/stampa | Berlin, Germany ; ; New York, New York : , : Springer-Verlag, , [1987] |
| Descrizione fisica | 1 online resource (XVIII, 334 p.) |
| Disciplina | 515 |
| Collana | Lecture Notes in Mathematics |
| Soggetto topico |
Functions of complex variables
Functions of several complex variables |
| ISBN | 3-540-47899-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Bazilevi? theorem and the growth of univalent functions -- Möbius invariant spaces of analytic functions -- Dubinin's symmetrization theorem -- Functions with rapidly decreasing negative fourier coefficients -- On the theory and applications of Qm-normal families of meromorphic functions -- Cauchy Transforms of measures and univalent functions -- Harmonic majorization, harmonic measure and minimal thinness -- Unramified coverings of hyperelliptic Riemann surfaces -- Arcs on which a univalent function has small magnitude -- Uniform and better-than-uniform elliptic approximations on unbounded sets -- Discrete convergence groups -- Representation and duality in weighted frechet spaces of entire functions -- Real zeros of derivatives of meromorphic functions and solutions of differential equations — A survey with problems and conjectures -- Some estimates for harmonic measures -- Hausdorff measures and removable sets -- Approximations of sobolev functions and related topics -- Inequalities for the hyperbolic metric and applications to geometric function theory -- Subharmonic functions with unilateral growth conditions -- Kirwan's conjecture -- On potential approximation of vector fields -- On tangential harmonic approximation and some related problems -- Unbounded quadrature domains. |
| Record Nr. | UNISA-996466770703316 |
| Berlin, Germany ; ; New York, New York : , : Springer-Verlag, , [1987] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Complex analysis and CR geometry / Giuseppe Zampieri
| Complex analysis and CR geometry / Giuseppe Zampieri |
| Autore | Zampieri, Giuseppe |
| Pubbl/distr/stampa | Providence, R. I. : American Mathematical Society, c2008 |
| Descrizione fisica | viii, 200 p. ; 26 cm |
| Disciplina | 515.43 |
| Collana | University lecture series, 1047-3998 ; 43 |
| Soggetto topico |
Cauchy-Riemann equations
CR submanifolds Functions of several complex variables |
| ISBN |
9780821844427
0821844423 |
| Classificazione |
AMS 32-02
LC QA374.Z36 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991003841629707536 |
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Zampieri, Giuseppe
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| Providence, R. I. : American Mathematical Society, c2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. del Salento | ||
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