Replication data for: Comment: Summarizing income mobility with multiple smooth quantiles instead of parameterized means
<|begin_of_text|><|start_header_id|>system<|end_header_id|> You are a research archivist expert in dataset metadata. Answer the question truthfully.  <|eot_id|><|start_header_id|>user<|end_header_id|> Here is the Description of a dataset. Description:'Studies of economic mobility summarize the relationship between parent and offspring incomes. At each level of parent income there is an entire distribution of possible incomes for offspring. Mitnik and Grusky (2020, hereafter MG) highlight that the conventional intergenerational elasticity targets the geometric mean and propose a parametric strategy for estimating the arithmetic mean. We decompose each proposal into two choices an analyst must make: (1) the summary statistic for the conditional distribution and (2) whether to assume or learn a functional form. These choices lead us to a different strategy---visualizing several quantiles of the offspring income distribution as smooth, nonparametric functions of parent income. Our proposal solves the problems MG highlight with geometric means, avoids the sensitivity of arithmetic means t' . Please return only a json list of at most 3 Keywords corresponding to the Description:.<|eot_id|><|start_header_id|>assistant<|end_header_id|> {"Answer" : ["economic mobility","intergenerational elasticity","intergenerational mobility","stratification"]} <|eot_id|>
 Here is the Description of a dataset. Description:'Studies of economic mobility summarize the relationship between parent and offspring incomes. At each level of parent income there is an entire distribution of possible incomes for offspring. Mitnik and Grusky (2020, hereafter MG) highlight that the conventional intergenerational elasticity targets the geometric mean and propose a parametric strategy for estimating the arithmetic mean. We decompose each proposal into two choices an analyst must make: (1) the summary statistic for the conditional distribution and (2) whether to assume or learn a functional form. These choices lead us to a different strategy---visualizing several quantiles of the offspring income distribution as smooth, nonparametric functions of parent income. Our proposal solves the problems MG highlight with geometric means, avoids the sensitivity of arithmetic means t' . Please return only a json list of at most 3 Keywords corresponding to the Description:.
Studies of economic mobility summarize the relationship between parent and offspring incomes. At each level of parent income there is an entire distribution of possible incomes for offspring. Mitnik and Grusky (2020, hereafter MG) highlight that the conventional intergenerational elasticity targets the geometric mean and propose a parametric strategy for estimating the arithmetic mean. We decompose each proposal into two choices an analyst must make: (1) the summary statistic for the conditional distribution and (2) whether to assume or learn a functional form. These choices lead us to a different strategy---visualizing several quantiles of the offspring income distribution as smooth, nonparametric functions of parent income. Our proposal solves the problems MG highlight with geometric means, avoids the sensitivity of arithmetic means t
economic mobility; intergenerational elasticity; intergenerational mobility; stratification