Skip to main content
M:N3:7 4
Edit position
Edit position

Last set 5 days, 13 hours ago. Manual moves override automatic placement until the next shelfie/spine match.

Generalized additive models / T. J. Hastie ; R. J. Tibshirani
Diagnose this book
Open in Vernon Browser

Generalized additive models / T. J. Hastie ; R. J. Tibshirani

by T. Hastie, Robert Tibshirani

This text examines nonparametric regression and smoothing techniques used to identify complex structures in data. It extends the methodology of generalised linear models through the application of additive models and includes various exercises and case studies.

Accession 10444 ISBN 0412343908 Publisher Chapman and Hall
Book Images
Reference and live side by side Hover to see live images
Reference
Generalized additive models / T. J. Hastie ; R. J. Tibshirani spine
Generalized additive models / T. J. Hastie ; R. J. Tibshirani cover
Live
Generalized additive models / T. J. Hastie ; R. J. Tibshirani live spine
No live
Generalized additive models / T. J. Hastie ; R. J. Tibshirani spine Generalized additive models / T. J. Hastie ; R. J. Tibshirani live spine
Generalized additive models / T. J. Hastie ; R. J. Tibshirani cover
No live
TAGS
Curated Derived
Mathematics Science Statistics
CONNECTIONS
No connections
State
on_shelf
True
position_updated_at
2026-06-01 16:33
orientation
vertical
Details

Physical

binding_type
Hard Back
dimensions
none captured
spine_text
none captured

Metadata

Book form
LOCATION HISTORY
M:N3:7 4 Current vertical
1 week, 3 days ago
Book Location
Updated 5 days, 13 hours ago
Vernon snapshot
View live

Frozen copy of Vernon's record from the last sync. Fields tagged → flow back into the Pulse record.

Last synced 2026-05-21 00:50 (2 weeks, 3 days ago)

Identity

name→ title
Generalized additive models / T. J. Hastie ; R. J. Tibshirani
vernon_id
14228
accession_no→ accession_number
10444
vernon_slug
generalized-additive-models-t-j-hastie-r-j-tibshirani

Drives Pulse state

curr_loc_status→ on_shelf
On Shelf
location_name
Zone N3/Level 2 (Mezzanine)/Phrontisterion/MONA
location_reason
On Shelf
isbn_issn→ isbn (when valid)
0412343908

Descriptive

production_date
1990
object_type
Books/Document genres/Information forms/Visual and Verbal Communication
object_status
Accessioned
brief_description
This brief record was created for storage and loan purposes only.

Subjects & people

authors→ author (initial fill only)
T. Hastie, Robert Tibshirani
tags→ tags
Science, Mathematics, Statistics, Linear models (Statistics), Additive model, Nonparametric regression, Smoothing (Statistics)
subject_people
—
subject_objects
—

Cover image

vernon_cover_image_id→ cover_image
49118

Raw Vernon JSON

click to inspect

The source payload behind the snapshot above.
Use ⌘F to search once expanded.
{7 keys}
"slug": "generalized-additive-models-t-j-hastie-r-j-tibshirani"
"opacObjectId": "14228"
"opacCollection": {1 keys}
"opacCollectionId": "1"
"imagesCollection": {2 keys}
"images": [1 items]
"[0]": {5 keys}
"imageId": "49118"
"cssColors": [3 items]
"[0]": {9 keys}
"hex": "000000"
"hue": 0
"rank": 1
"presence": 93.84
"colorName": "black"
"lightness": 0
"colorGroup": "gray"
"saturation": 0
"formattedColorName": "black"
"[1]": {9 keys}
"hex": "b0e0e6"
"hue": 187
"rank": 2
"presence": 4.1
"colorName": "powderblue"
"lightness": 80
"colorGroup": "blue"
"saturation": 52
"formattedColorName": "powder blue"
"[2]": {9 keys}
"hex": "708090"
"hue": 210
"rank": 3
"presence": 1.79
"colorName": "slategray"
"lightness": 50
"colorGroup": "gray"
"saturation": 13
"formattedColorName": "slate gray"
"rawColors": [7 items]
"[0]": {6 keys}
"hex": "052828"
"hue": 180
"rank": 1
"presence": 93.84
"lightness": 8
"saturation": 77
"[1]": {6 keys}
"hex": "c1d5d3"
"hue": 174
"rank": 2
"presence": 4.1
"lightness": 79
"saturation": 19
"[2]": {6 keys}
"hex": "617a78"
"hue": 175
"rank": 3
"presence": 1.79
"lightness": 42
"saturation": 11
"[3]": {6 keys}
"hex": "7b9c98"
"hue": 172
"rank": 4
"presence": 0.07
"lightness": 54
"saturation": 14
"[4]": {6 keys}
"hex": "465a59"
"hue": 177
"rank": 5
"presence": 0.17
"lightness": 31
"saturation": 12
"[5]": {6 keys}
"hex": "4b5c64"
"hue": 199
"rank": 6
"presence": 0.02
"lightness": 34
"saturation": 14
"[6]": {6 keys}
"hex": "7c949c"
"hue": 195
"rank": 7
"presence": 0.0
"lightness": 54
"saturation": 13
"imageLabels": [1 items]
"[0]": {5 keys}
"count": 398
"score": 99.99
"status": "auto_verified"
"imageLabel": "unknown"
"imageLabelId": 2109
"imageDerivatives": [6 items]
"[0]": {4 keys}
"url": "https://browser.mona.net.au/records/images/large/31145/79d42f8774b7ba45d9cc226a1fde5f7463bb51b1.jpg"
"width": "510"
"height": "800"
"identifier": "LARGE"
"[1]": {4 keys}
"url": "https://browser.mona.net.au/records/images/medium/31145/79d42f8774b7ba45d9cc226a1fde5f7463bb51b1.jpg"
"width": "255"
"height": "400"
"identifier": "MEDIUM"
"[2]": {4 keys}
"url": "https://browser.mona.net.au/records/images/nano/31145/79d42f8774b7ba45d9cc226a1fde5f7463bb51b1.jpg"
"width": "22"
"height": "35"
"identifier": "NANO"
"[3]": {4 keys}
"url": "https://browser.mona.net.au/records/images/small/31145/79d42f8774b7ba45d9cc226a1fde5f7463bb51b1.jpg"
"width": "96"
"height": "150"
"identifier": "SMALL"
"[4]": {4 keys}
"url": "https://browser.mona.net.au/records/images/tiny/31145/79d42f8774b7ba45d9cc226a1fde5f7463bb51b1.jpg"
"width": "48"
"height": "75"
"identifier": "TINY"
"[5]": {4 keys}
"url": "https://browser.mona.net.au/records/images/xlarge/31145/79d42f8774b7ba45d9cc226a1fde5f7463bb51b1.jpg"
"width": "765"
"height": "1200"
"identifier": "XLARGE"
"totalImages": 1
"objectSearchScore": 0.31199765
"opacObjectFieldSets": [40 items]
"[0]": {2 keys}
"identifier": "accession_no"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "10444"
"[1]": {2 keys}
"identifier": "name"
"opacObjectFields": [1 items]
"[0]": {2 keys}
"value": "Generalized additive models / T. J. Hastie ; R. J. Tibshirani"
"opacObjectFieldAttributes": [1 items]
"[0]": {2 keys}
"key": "title"
"value": "Generalized additive models / T. J. Hastie ; R. J. Tibshirani"
"[2]": {2 keys}
"identifier": "other_name"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[3]": {2 keys}
"identifier": "artist_last_first"
"opacObjectFields": [2 items]
"[0]": {1 keys}
"value": "Hastie, T."
"[1]": {1 keys}
"value": "Tibshirani, Robert"
"[4]": {2 keys}
"identifier": "prod_pri_date"
"opacObjectFields": [1 items]
"[0]": {2 keys}
"value": "1990"
"opacObjectFieldAttributes": [2 items]
"[0]": {2 keys}
"key": "earliest_date"
"value": "1990-01-01Z"
"[1]": {2 keys}
"key": "latest_date"
"value": "1990-12-31Z"
"[5]": {2 keys}
"identifier": "prod_pri_date_notes"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[6]": {2 keys}
"identifier": "edition"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[7]": {2 keys}
"identifier": "brief_desc"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "This brief record was created for storage and loan purposes only."
"[8]": {2 keys}
"identifier": "measure_desc"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[9]": {2 keys}
"identifier": "credit_line"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[10]": {2 keys}
"identifier": "curr_loc_status"
"opacObjectFields": [1 items]
"[0]": {2 keys}
"value": "On Shelf"
"opacObjectFieldAttributes": [1 items]
"[0]": {2 keys}
"key": "search"
"value": "curr_loc_status:"On Shelf""
"[11]": {2 keys}
"identifier": "ob_status"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "Accessioned"
"[12]": {2 keys}
"identifier": "lender"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[13]": {2 keys}
"identifier": "copyright_owner"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[14]": {2 keys}
"identifier": "copyright_type"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[15]": {2 keys}
"identifier": "copyright_start"
"opacObjectFields": [0 items]
"[16]": {2 keys}
"identifier": "copyright_expiry"
"opacObjectFields": [0 items]
"[17]": {2 keys}
"identifier": "copyright_notes"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[18]": {2 keys}
"identifier": "curr_loc"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "Zone N3/Level 2 (Mezzanine)/Phrontisterion/MONA"
"[19]": {2 keys}
"identifier": "object_type"
"opacObjectFields": [1 items]
"[0]": {2 keys}
"value": "Books/Document genres/Information forms/Visual and Verbal Communication"
"opacObjectFieldAttributes": [1 items]
"[0]": {2 keys}
"key": "search"
"value": "object_type:"Books/Document genres/Information forms/Visual and Verbal Communication""
"[20]": {2 keys}
"identifier": "collection"
"opacObjectFields": [1 items]
"[0]": {2 keys}
"value": "Main Collection/Library"
"opacObjectFieldAttributes": [1 items]
"[0]": {2 keys}
"key": "search"
"value": "collection:"Main Collection/Library""
"[21]": {2 keys}
"identifier": "prod_pri_place"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "Philadelphia/Pennsylvania/United States of America"
"[22]": {2 keys}
"identifier": "prod_pri_publisher"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "Chapman and Hall"
"[23]": {2 keys}
"identifier": "physical_notes"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "335 pgs"
"[24]": {2 keys}
"identifier": "language"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "English"
"[25]": {2 keys}
"identifier": "isbn_issn"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "0412343908"
"[26]": {2 keys}
"identifier": "user_sym_1"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "519.5 HAS"
"[27]": {2 keys}
"identifier": "usual_loc_being"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": "Zone N3/Level 2 (Mezzanine)/Phrontisterion/MONA"
"[28]": {2 keys}
"identifier": "subject_class"
"opacObjectFields": [5 items]
"[0]": {2 keys}
"value": "Mathematics/Science"
"opacObjectFieldAttributes": [1 items]
"[0]": {2 keys}
"key": "search"
"value": "subject_class:"Mathematics/Science""
"[1]": {2 keys}
"value": "Additive model/Nonparametric regression/Statistics/Mathematics/Science"
"opacObjectFieldAttributes": [1 items]
"[0]": {2 keys}
"key": "search"
"value": "subject_class:"Additive model/Nonparametric regression/Statistics/Mathematics/Science""
"[2]": {2 keys}
"value": "Linear models (Statistics)/Statistics/Mathematics/Science"
"opacObjectFieldAttributes": [1 items]
"[0]": {2 keys}
"key": "search"
"value": "subject_class:"Linear models (Statistics)/Statistics/Mathematics/Science""
"[3]": {2 keys}
"value": "Smoothing (Statistics)/Statistics/Mathematics/Science"
"opacObjectFieldAttributes": [1 items]
"[0]": {2 keys}
"key": "search"
"value": "subject_class:"Smoothing (Statistics)/Statistics/Mathematics/Science""
"[4]": {2 keys}
"value": "Nonparametric regression/Statistics/Mathematics/Science"
"opacObjectFieldAttributes": [1 items]
"[0]": {2 keys}
"key": "search"
"value": "subject_class:"Nonparametric regression/Statistics/Mathematics/Science""
"[29]": {2 keys}
"identifier": "subject_date"
"opacObjectFields": [0 items]
"[30]": {2 keys}
"identifier": "subject_event"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[31]": {2 keys}
"identifier": "subject_period"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[32]": {2 keys}
"identifier": "subject_object"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[33]": {2 keys}
"identifier": "subject_person"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[34]": {2 keys}
"identifier": "subject_place"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[35]": {2 keys}
"identifier": "assoc_person"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[36]": {2 keys}
"identifier": "assoc_place"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[37]": {2 keys}
"identifier": "assoc_event"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[38]": {2 keys}
"identifier": "assoc_object"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"[39]": {2 keys}
"identifier": "user_sym_9"
"opacObjectFields": [1 items]
"[0]": {1 keys}
"value": ""
"relationshipsCollection": {2 keys}
"relationships": [1 items]
"[0]": {4 keys}
"relatedRecords": [2 items]
"[0]": {3 keys}
"slug": "t-hastie"
"title": "T. Hastie"
"relatedRecordId": "14659"
"[1]": {3 keys}
"slug": "robert-tibshirani"
"title": "Robert Tibshirani"
"relatedRecordId": "17648"
"relationshipId": "object_prod_pri_person"
"relatedRecordType": "person"
"totalRelatedRecords": 2
"totalRelationships": 1
Topics and Themes