| The Dark Energy Survey
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| Rubin Observatory
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| Gaia
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| The Hierarchical Triangular Mesh (HTM)
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| The HTM Technical Report
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| SDSS SQL Tutorial
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| SDSS DR16 SQL Search Box
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| SDSS DR16 Schema Browser
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| SDSS DR16 Navigate Tool
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| Matplotlib scatter plots and marker size
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|
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Week8
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| The VLA FIRST Survey
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| SDSS DR15
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| SDSS DR15 data
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| SDSS DR15 sweep files
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| SDSS data sweep index
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| SDSS imaging
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|
|
Week9
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| WISE forced photometry data model
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Forced photometry of WISE (Lang et al. 2014)
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| Flux
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| nanomaggies
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| Vega Magnitudes and the UBV system - Johnson & Morgan (1953)
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| UBVRI Johnson-Bessell-Cousins filter system
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| The star α Lyrae (Vega)
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| Flux measurements of Vega - Oke & Schild (1970)
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| AB magnitudes - Oke (1974)
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| Absolute AB magnitude system - Oke & Gunn (1983)
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| AB magnitudes of Vega in ugriz, and converting from SDSS ugriz to UBVRI
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| Converting from AB magnitudes to Vega magnitudes
|
| asinh magnitudes - Lupton et al. (1999)
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| SDSS description of asinh magnitudes
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| Standard Star PG1633+099A
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| SDSS Navigate Tool
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|
|
Week10
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| Quasar color cuts; Richards et al. (2002)
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| Black Body Radiation
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| Kirchhoff's Laws of Spectroscopy
|
|
|
Week11
|
|
| SDSS DR15 Schema Browser
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| SDSS DR15 Navigate Tool
|
| Bitmasks
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| Bitmasks in SDSS
|
Bitwise operators
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|
| SDSS Filters
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| Early photometric redshift paper; Koo (1985)
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| Very early photometric redshift paper; Baum (1962)
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| Photometric redshifts of quasars; Richards et al. (2001)
|
| Photometric redshifts of quasars; Weinstein et al. (2004)
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|
|
Week12
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|
| The SDSS Stripe 82 Coadd; Annis et al. (2011)
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| The SDSS Stripe 82 SQL Catalog Archive Server
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| The SDSS Stripe 82 Standard Star Catalog
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| The SDSS Stripe 82 Variable Source Catalog
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| The SDSS DR16 Quasar Catalog
|
| The LSST Science Book: Chapter 8, The Transient and Variable Universe
|
| Supernovae in the Dark Energy Survey
|
| Zwicky Transient Facility
|
| The SDSS Stripe 82 SQL Catalog Archive Server
|
| The SDSS Stripe 82 Standard Star Catalog
|
| The SDSS Stripe 82 Variable Source Catalog
|
| The SDSS DR14 Quasar Catalog
|
| The SDSS Supernova Survey
|
| CRTS data access
|
| Pan-STARRS data access
|
| PTF/ZTF data access (go to Catalogs)
|
| DES DR1 data access
|
Rubin Observatory Brokers
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|
| Hyper-velocity stars; Brown et al. (2005)
|
| Proper motion of galaxies; Brunthaler et al. (2005)
|
|
|
Week13
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|
A useful reference for χ2 and Δχ2
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|
| Numpy Covariance
|
| Example matrix inversion with numpy
|
| Another example matrix inversion with numpy
|
|
|
|
Week15
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|
| Bayesian Inference
|
| Step-by-step MCMC example
|
| David Hogg on line fitting (part 1)
|
| David Hogg on line fitting (part 2)
|
| David Hogg on line fitting (part 3)
|
| David Hogg on line fitting (part 4)
|
| David Hogg on line fitting (part 5)
|
| David Hogg on line fitting (part 6)
|
David Hogg on line fitting (part 7)
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|
| emcee: the MCMC hammer
|
| emcee: Fitting a model to data
|
| PyMC3
|
| PyMC3 tutorial
|
