HPB Flagship 5803 E Northwest HWY Dallas, TX 75231
Store Hours:
Monday 9 AM -10 PM
Tuesday 9 AM -10 PM
Wednesday 9 AM -10 PM
Thursday 9 AM -10 PM
Friday 9 AM -10 PM
Saturday 9 AM -10 PM
Sunday 9 AM -10 PM
HPB Preston Village 13388 Preston Rd Dallas, TX 75240
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Richardson Heights 100 S Central Expwy Richardson, TX 75080
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Garland 3085 N George Bush Fwy Garland, TX 75040
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Plano 2440 Preston Rd Plano, TX 75093
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Las Colinas 7631 N MacArthur Blvd Irving, TX 75063
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Lewisville 420 E FM 3040 Lewisville, TX 75067
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Frisco 3221 Preston Rd Frisco, TX 75034
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Rockwall 959 E I-30 Rockwall, TX 75087
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 11 AM -7 PM
HPB Cedar Hill 711 N Hwy 67 Cedar Hill, TX 75104
Store Hours:
Monday 10:30 AM -6:30 PM
Tuesday 10:30 AM -6:30 PM
Wednesday 10:30 AM -6:30 PM
Thursday 10:30 AM -6:30 PM
Friday 10:30 AM -6:30 PM
Saturday 10:30 AM -6:30 PM
Sunday 10:30 AM -6:30 PM
HPB McKinney 3190 S Central Expwy McKinney, TX 75070
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Bedford 713 Harwood Rd Bedford, TX 76021
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB South Arlington 2211 S Cooper St Arlington, TX 76013
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Watauga 7620 Denton Hwy Watauga, TX 76148
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
HPB Mansfield 1551 Hwy 287 N Mansfield, TX 76063
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 10 AM -8 PM
As telescopes, detectors, and computers grow ever more powerful, the volume of data at the disposal of astronomers and astrophysicists will enter the petabyte domain, providing accurate measurements for billions of celestial objects. This book provides a comprehensive and accessible introduction to the cutting-edge statistical methods needed to efficiently analyze complex data sets from astronomical surveys such as the Panoramic Survey Telescope and Rapid Response System, the Dark Energy Survey, and the upcoming Large Synoptic Survey Telescope. It serves as a practical handbook for graduate students and advanced undergraduates in physics and astronomy, and as an indispensable reference for researchers.
Statistics, Data Mining, and Machine Learning in Astronomy presents a wealth of practical analysis problems, evaluates techniques for solving them, and explains how to use various approaches for different types and sizes of data sets. For all applications described in the book, Python code and example data sets are provided. The supporting data sets have been carefully selected from contemporary astronomical surveys (for example, the Sloan Digital Sky Survey) and are easy to download and use. The accompanying Python code is publicly available, well documented, and follows uniform coding standards. Together, the data sets and code enable readers to reproduce all the figures and examples, evaluate the methods, and adapt them to their own fields of interest.