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on 28-Jul-2022 (Thu)
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Flashcard 7074659306764
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Flashcard 7107900476684
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Parent (intermediate) annotation
Open itConsider the following general kind of path, where β Β· Β· Β· β denotes a directed path: π β Β· Β· Β· β π β Β· Β· Β· β π . Conditioning on π , or any descendant of π in a path like this, will induce collider bias
Original toplevel document (pdf)
cannot see any pdfsFlashcard 7107902311692
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Parent (intermediate) annotation
Open itToday we will focus on confounding in a setting with no selection bias, with no measurement error, and with such a large population that we do not need to worry about chance variability
Original toplevel document (pdf)
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Open itRecommendations for Avoiding Dependency Conflicts with Conda There are two simple rules to follow: Always create a new environment for each project Install all the packages that you need in the new environment at the same time. Installing packages one at a time can lead to dependency conflicts. To create an environment with a specific version of Python and multiple packages including a package with a specific
Original toplevel document
How to Manage Python Dependencies with Conda - ActiveStatermine the Current Environment with Conda The current or active environment is shown in parentheses () or brackets [] at the beginning of the Anaconda Prompt or terminal: (<current_env>) $ <span>Recommendations for Avoiding Dependency Conflicts with Conda There are two simple rules to follow: Always create a new environment for each project Install all the packages that you need in the new environment at the same time. Installing packages one at a time can lead to dependency conflicts. To create an environment with a specific version of Python and multiple packages including a package with a specific version: $ conda create -n <env_name> python=<version#> <packagename> <packagename> <packagename>=<version#> Alternatively, you can use conda to install all the packages in a requirements.txt file. You can save a requirements.txt file from an existing environment, or manually create a new requirements.txt for a different environment. To create a conda requirements.txt file from an existing environment: Activate your project environment. See section above entitled βHow to Activate an Environment with Condaβ for detai