Unpositioned Something is wrong

Computer age statistical inference : algorithms, evidence, and data science / Bradley Efron, Trevor Hastie

This text explores the evolution of statistical methodology and data analysis from the 1950s to the modern era. It examines the integration of classical inferential theories with computational techniques, machine learning, and big data applications.

Author

ISBN

Publisher

TAGS

Curated Derived

Computer Science Mathematics Psychology Science Statistics

CONNECTIONS

No connections

LOCATION HISTORY

No location history available for this book.

FULL RECORD

Accession Number: 18109

Site: Vernon O Content

Collection: N/A

Location: N/A

Binding Type: Hard Back

Book Images

Hover to see live images

No live

Computer age statistical inference : algorithms, evidence, and data science / Bradley Efron, Trevor Hastie cover

No live

VERNON DATA

Machine learning/Artificial intelligence/Cognitive science/Science Mathematical statistics/Statistics/Mathematics/Science Statistical methods Statistics/Mathematics/Science

{
  "slug": "computer-age-statistical-inference-algorithms-evidence-and-data-science-bradley-efron-trevor-hastie",
  "opacObjectId": "27780",
  "opacCollection": {
    "opacCollectionId": "1"
  },
  "imagesCollection": {
    "images": [
      {
        "imageId": "32442",
        "cssColors": [
          {
            "hex": "d3d3d3",
            "hue": 0,
            "rank": 1,
            "presence": 20.04,
            "colorName": "lightgray",
            "lightness": 83,
            "colorGroup": "gray",
            "saturation": 0,
            "formattedColorName": "light gray"
          },
          {
            "hex": "778899",
            "hue": 210,
            "rank": 2,
            "presence": 14.59,
            "colorName": "lightslategray",
            "lightness": 53,
            "colorGroup": "gray",
            "saturation": 14,
            "formattedColorName": "light slate gray"
          },
          {
            "hex": "708090",
            "hue": 210,
            "rank": 3,
            "presence": 5.69,
            "colorName": "slategray",
            "lightness": 50,
            "colorGroup": "gray",
            "saturation": 13,
            "formattedColorName": "slate gray"
          },
          {
            "hex": "556b2f",
            "hue": 82,
            "rank": 4,
            "presence": 2.92,
            "colorName": "darkolivegreen",
            "lightness": 30,
            "colorGroup": "green",
            "saturation": 39,
            "formattedColorName": "dark olive green"
          }
        ],
        "rawColors": [
          {
            "hex": "d3d5cf",
            "hue": 80,
            "rank": 1,
            "presence": 20.04,
            "lightness": 82,
            "saturation": 6
          },
          {
            "hex": "144669",
            "hue": 204,
            "rank": 2,
            "presence": 55.28,
            "lightness": 24,
            "saturation": 68
          },
          {
            "hex": "738f9f",
            "hue": 201,
            "rank": 3,
            "presence": 14.59,
            "lightness": 53,
            "saturation": 18
          },
          {
            "hex": "60748b",
            "hue": 212,
            "rank": 4,
            "presence": 5.69,
            "lightness": 46,
            "saturation": 18
          },
          {
            "hex": "2d3c22",
            "hue": 94,
            "rank": 5,
            "presence": 2.92,
            "lightness": 18,
            "saturation": 27
          },
          {
            "hex": "8dadb6",
            "hue": 193,
            "rank": 6,
            "presence": 0.63,
            "lightness": 63,
            "saturation": 21
          },
          {
            "hex": "859bbf",
            "hue": 217,
            "rank": 7,
            "presence": 0.85,
            "lightness": 63,
            "saturation": 31
          }
        ],
        "imageLabels": [
          {
            "count": 65,
            "score": 94.64,
            "status": "auto_verified",
            "imageLabel": "Water resources",
            "imageLabelId": 99
          },
          {
            "count": 400,
            "score": 89.25,
            "status": "auto_verified",
            "imageLabel": "Azure",
            "imageLabelId": 111
          },
          {
            "count": 1140,
            "score": 88.38,
            "status": "auto_verified",
            "imageLabel": "World",
            "imageLabelId": 89
          },
          {
            "count": 2122,
            "score": 85.52,
            "status": "auto_verified",
            "imageLabel": "Organism",
            "imageLabelId": 33
          },
          {
            "count": 19233,
            "score": 83.15,
            "status": "auto_verified",
            "imageLabel": "Font",
            "imageLabelId": 12
          },
          {
            "count": 305,
            "score": 80.3,
            "status": "auto_verified",
            "imageLabel": "Liquid",
            "imageLabelId": 113
          },
          {
            "count": 674,
            "score": 77.29,
            "status": "auto_verified",
            "imageLabel": "Slope",
            "imageLabelId": 92
          },
          {
            "count": 873,
            "score": 75.59,
            "status": "auto_verified",
            "imageLabel": "Natural landscape",
            "imageLabelId": 102
          },
          {
            "count": 32,
            "score": 72.56,
            "status": "auto_verified",
            "imageLabel": "Wind wave",
            "imageLabelId": 128
          },
          {
            "count": 16657,
            "score": 69.71,
            "status": "auto_verified",
            "imageLabel": "Publication",
            "imageLabelId": 23
          }
        ],
        "imageDerivatives": [
          {
            "url": "https://browser.mona.net.au/records/images/large/20982/1ab0f3ebba82eeca6f2c8cfe9dfc4f3c36b1ae22.jpg",
            "width": "532",
            "height": "800",
            "identifier": "LARGE"
          },
          {
            "url": "https://browser.mona.net.au/records/images/medium/20982/1ab0f3ebba82eeca6f2c8cfe9dfc4f3c36b1ae22.jpg",
            "width": "266",
            "height": "400",
            "identifier": "MEDIUM"
          },
          {
            "url": "https://browser.mona.net.au/records/images/nano/20982/1ab0f3ebba82eeca6f2c8cfe9dfc4f3c36b1ae22.jpg",
            "width": "23",
            "height": "35",
            "identifier": "NANO"
          },
          {
            "url": "https://browser.mona.net.au/records/images/small/20982/1ab0f3ebba82eeca6f2c8cfe9dfc4f3c36b1ae22.jpg",
            "width": "100",
            "height": "150",
            "identifier": "SMALL"
          },
          {
            "url": "https://browser.mona.net.au/records/images/tiny/20982/1ab0f3ebba82eeca6f2c8cfe9dfc4f3c36b1ae22.jpg",
            "width": "50",
            "height": "75",
            "identifier": "TINY"
          },
          {
            "url": "https://browser.mona.net.au/records/images/xlarge/20982/1ab0f3ebba82eeca6f2c8cfe9dfc4f3c36b1ae22.jpg",
            "width": "799",
            "height": "1200",
            "identifier": "XLARGE"
          }
        ]
      }
    ],
    "totalImages": 1
  },
  "objectSearchScore": 0.31905985,
  "opacObjectFieldSets": [
    {
      "identifier": "accession_no",
      "opacObjectFields": [
        {
          "value": "18109"
        }
      ]
    },
    {
      "identifier": "name",
      "opacObjectFields": [
        {
          "value": "Computer age statistical inference : algorithms, evidence, and data science / Bradley Efron, Trevor Hastie",
          "opacObjectFieldAttributes": [
            {
              "key": "title",
              "value": "Computer age statistical inference : algorithms, evidence, and data science / Bradley Efron, Trevor Hastie"
            }
          ]
        }
      ]
    },
    {
      "identifier": "other_name",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "artist_last_first",
      "opacObjectFields": [
        {
          "value": "Efron, Bradley"
        },
        {
          "value": "Hastie, Trevor"
        }
      ]
    },
    {
      "identifier": "prod_pri_date",
      "opacObjectFields": [
        {
          "value": "2017",
          "opacObjectFieldAttributes": [
            {
              "key": "earliest_date",
              "value": "2017-01-01Z"
            },
            {
              "key": "latest_date",
              "value": "2017-12-31Z"
            }
          ]
        }
      ]
    },
    {
      "identifier": "prod_pri_date_notes",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "edition",
      "opacObjectFields": [
        {
          "value": "5th printing"
        }
      ]
    },
    {
      "identifier": "brief_desc",
      "opacObjectFields": [
        {
          "value": "This brief record was created for storage and loan purposes only."
        }
      ]
    },
    {
      "identifier": "measure_desc",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "credit_line",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "curr_loc_status",
      "opacObjectFields": [
        {
          "value": "Stored",
          "opacObjectFieldAttributes": [
            {
              "key": "search",
              "value": "curr_loc_status:\"Stored\""
            }
          ]
        }
      ]
    },
    {
      "identifier": "ob_status",
      "opacObjectFields": [
        {
          "value": "Accessioned"
        }
      ]
    },
    {
      "identifier": "lender",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "copyright_owner",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "copyright_type",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "copyright_start",
      "opacObjectFields": []
    },
    {
      "identifier": "copyright_expiry",
      "opacObjectFields": []
    },
    {
      "identifier": "copyright_notes",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "object_type",
      "opacObjectFields": [
        {
          "value": "Books/Document genres/Information forms/Visual and Verbal Communication",
          "opacObjectFieldAttributes": [
            {
              "key": "search",
              "value": "object_type:\"Books/Document genres/Information forms/Visual and Verbal Communication\""
            }
          ]
        }
      ]
    },
    {
      "identifier": "collection",
      "opacObjectFields": [
        {
          "value": "Main Collection/Library",
          "opacObjectFieldAttributes": [
            {
              "key": "search",
              "value": "collection:\"Main Collection/Library\""
            }
          ]
        }
      ]
    },
    {
      "identifier": "prod_pri_place",
      "opacObjectFields": [
        {
          "value": "New York City/New York/United States of America"
        }
      ]
    },
    {
      "identifier": "physical_notes",
      "opacObjectFields": [
        {
          "value": "xix, 475 pages : illustrations (some colour) ; 24 cm."
        },
        {
          "value": "Includes bibliographical references and index."
        }
      ]
    },
    {
      "identifier": "language",
      "opacObjectFields": [
        {
          "value": "English"
        }
      ]
    },
    {
      "identifier": "isbn_issn",
      "opacObjectFields": [
        {
          "value": "9781107149892"
        }
      ]
    },
    {
      "identifier": "user_sym_1",
      "opacObjectFields": [
        {
          "value": "519.54 EFR"
        }
      ]
    },
    {
      "identifier": "usual_loc_being",
      "opacObjectFields": [
        {
          "value": "Side D/Stack 2/Library Stack/Zone 1/Ground/Moonah Offices & Storage"
        }
      ]
    },
    {
      "identifier": "subject_class",
      "opacObjectFields": [
        {
          "value": "Machine learning/Artificial intelligence/Cognitive science/Science",
          "opacObjectFieldAttributes": [
            {
              "key": "search",
              "value": "subject_class:\"Machine learning/Artificial intelligence/Cognitive science/Science\""
            }
          ]
        },
        {
          "value": "Mathematical statistics/Statistics/Mathematics/Science",
          "opacObjectFieldAttributes": [
            {
              "key": "search",
              "value": "subject_class:\"Mathematical statistics/Statistics/Mathematics/Science\""
            }
          ]
        },
        {
          "value": "Statistical methods",
          "opacObjectFieldAttributes": [
            {
              "key": "search",
              "value": "subject_class:\"Statistical methods\""
            }
          ]
        },
        {
          "value": "Statistics/Mathematics/Science",
          "opacObjectFieldAttributes": [
            {
              "key": "search",
              "value": "subject_class:\"Statistics/Mathematics/Science\""
            }
          ]
        }
      ]
    },
    {
      "identifier": "subject_date",
      "opacObjectFields": []
    },
    {
      "identifier": "subject_event",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "subject_period",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "subject_object",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "subject_person",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "subject_place",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "assoc_person",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "assoc_place",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "assoc_event",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "assoc_object",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    },
    {
      "identifier": "user_sym_9",
      "opacObjectFields": [
        {
          "value": ""
        }
      ]
    }
  ],
  "relationshipsCollection": {
    "relationships": [
      {
        "relatedRecords": [
          {
            "slug": "bradley-efron",
            "title": "Bradley Efron",
            "relatedRecordId": "14005"
          },
          {
            "slug": "trevor-hastie",
            "title": "Trevor Hastie",
            "relatedRecordId": "14025"
          }
        ],
        "relationshipId": "object_prod_pri_person",
        "relatedRecordType": "person",
        "totalRelatedRecords": 2
      }
    ],
    "totalRelationships": 1
  }
}