The window for local, state and tribal governments to challenge their 2020 census figures closes after Friday, and with it the opportunity to correct mistakes in population totals that could cost them millions of dollars in federal funding.As of this week, almost 160 challenges had been filed through two programs the U.S. Census Bureau started to give governments opportunities to appeal their population totals. Those 2020 census figures help determine how $2.8 trillion in federal government spending is distributed each year.Some cities like Brookhaven, Georgia, found out this month that their challenge was successful. Officials in the city of more than 57,000 residents in metro Atlanta said new parcels were annexed in late 2019 but the 1,200 residents living in them weren't counted toward the city's figures during the once-a-decade head count of every U.S. resident, which started three months later.The U.S. Census Bureau conceded the error, a victory Brookhaven city officials estimate will be worth $10 million in funding streams over this decade."This final action ensures that all of Brookhaven's residents were indeed counted as our own," Brookhaven Mayor John Ernst said two weeks ago after receiving a letter from Census Bureau Director Robert Santos confirming the numbers were being revised.Dozens of other cities like Las Vegas still have their cases pending. Officials in Nevada's largest city, with more than 656,000 residents, believe the census missed two homeless shelters with under 1,000 residents during the count.Group quarters — including homeless shelters, dorms and prisons — were among the most difficult to count as campuses closed and prisons and nursing homes were locked down at the start of the COVID-19 pandemic, which coincided with the start of the 2020 census. The Census Bureau created a separate program to handle these challenges.Other cities, like Milwaukee, are still awaiting an answer despite filing their challenges many months ago. Milwaukee officials in a challenge filed last December said 16,500 residents were overlooked in houses and apartments, primarily in communities of color. The 2020 census put Wisconsin's largest city at 577,222 residents, down about 3% from 2010.City spokesperson Jonathan Fera said in an email that there was "no frustration" surrounding the delay and that "Milwaukee will continue to await a response from the U.S. Census Bureau."Milwaukee succeeded with another, separate claim that more than 800 jail inmates were missed, part of a challenge organized with other Wisconsin municipalities.While any changes to the numbers after a successful challenge will be applied to population estimates used for the rest of the decade in determining federal funding, they can't be used to change how many congressional seats each state was allotted during the apportionment process nor for the data used for redrawing political districts.A final tally on the success of challenges won't be known for several months because of the pending cases. The 2020 census put the U.S. population at 331.4 million residents."It will take several months to complete processing and to notify those who have submitted" a challenge, the Census Bureau said Wednesday.Challenges to 2020 census numbers were less frequent than the nearly 250 requests made for 2010 census figures — a surprise given the hurdles the most recent count faced.The 2020 census was one of the most difficult in recent memory. Its start coincided with the U.S. spread of the coronavirus in spring 2020, but census-takers during the home-visits phase also contended with wildfires in the West and hurricanes in the Gulf Coast. Some advocates also believe the Trump administration's failed efforts to add a citizenship question and keep people in the U.S. illegally from being counted for apportionment dissuaded some from participating.Some cities waited until the last minute to ask for a review of their numbers. Marquette, Michigan, located on the shores of Lake Superior in the Upper Peninsula, filed a challenge that only was received by the Census Bureau on Monday. Officials in the city of more than 20,700 residents believe 1,000 students living in dorms and other student housing at Northern Michigan University were missed, an oversight that could cost the city $70,000 in state revenue sharing."We watched the process play out in other places and chose to take advantage of it when we did," said Sean Hobbins, assistant city manager. "It wasn't like we were trying to run up against the deadline."

When U.S. Census Bureau workers couldn't find out any information about some households after repeatedly mailing them questionnaire reminders and sending census takers to knock on their doors, the statisticians turned to an obscure, last-resort statistical technique known as "imputation."Less than 1% of households were counted using the technique during the 2020 census. But some conservative political groups are questioning it, potentially laying a foundation for legal challenges to the data that will ultimately be used for drawing congressional and legislative districts.Imputation involves using information about neighbors with similar characteristics to fill in headcounts or demographic characteristics for households lacking data. For instance, a rowhouse with no information may be counted as having two people if a neighboring rowhouse is occupied by two people. The technique tends to be utilized in hard-to-count places, often with racial and ethnic minorities, where people haven't answered the census questionnaire and could otherwise go uncounted."It makes the overall dataset — or census in this case — more accurate than leaving the gaps blank," Pat Cantwell, a bureau official, said in a blog post earlier this year. "By using imputation, we fill in what we don't know, using information we do know."The focus for conservatives is on how this technique was applied to college dorms, nursing homes, prisons and other places where people live in groups. These residents were particularly difficult to count during the 2020 census because the pandemic sent college students fleeing campuses and put nursing homes in lockdown. In response, the Census Bureau unexpectedly decided to use the technique for group housing, where about 3% of the U.S. population lives.In a recent essay, Adam Korzeniewski, a controversial former political appointee assigned to a top position at the Census Bureau during the Trump administration, speculated that the technique favors liberal states over conservative states. As applied to group housing, it favored the Northeast with its density of college campuses and stricter lockdowns during the pandemic, at the expense of states like Arizona, Florida and Texas, he said in an essay for The Claremont Institute, a conservative think tank.Korzeniewski called the technique "the most grievous" issue involving the 2020 census, which determines how many congressional seats and Electoral College votes each state gets, as well as the distribution of $1.5 trillion in federal funding each year. He urged states and courts to take action on it "immediately." Saying Korzeniewski's essay cherry-picked facts and misrepresented the technique, demographer Bill O'Hare said he doubted any challenge would succeed.Census expert Terri Ann Lowenthal said there's a risk of undermining confidence in the census by planting seeds of doubt without any proof of inaccuracies caused by the method, which has been scrutinized by nonpartisan experts for decades."If you say, 'We don't trust the Census Bureau to produce objective numbers that are as accurate as possible,' you could be signaling to your own constituents and followers that they ought not to bother participating in the future," said Lowenthal, a former congressional staffer who specializes in census issues.The Census Bureau has been using the technique on households since the 1960 census, and it was challenged and upheld in courts after censuses in 1980 and 2000. The Supreme Court has ruled that the Census Bureau can't use sampling — a method of using a subset of people to estimate characteristics of the whole population — but the justices have said that imputation is different from sampling.Now that the Supreme Court has a solid conservative majority, Korzeniewski said it's possible the court could reverse itself. "Given the change in the Supreme Court balance, it is possible for the court to limit imputation precisely because of its disparate impact," Korzeniewski said. Separately, a Republican-oriented redistricting advocacy group sued the Census Bureau two weeks ago under the Freedom of Information Act to get records dealing with the group-housing count, saying it had "significant implications for our nation's redistricting and electoral process." Fair Lines America Foundation attorney Jason Torchinsky said he didn't know how the group-housing count records would be used, but he added, "I am concerned this is a backdoor way of slowly using sampling in the count."The initial batch of Fair Lines documents included a slideshow that indicated the Census used the statistical technique to get a headcount in 43,000 separate group housing facilities. That included 5,500 college housing units, which Torchinsky said were a special concern given the number of students who relocated last year. They could have been double-counted at their parents' homes and in the dorms through imputation, he said, though the Census Bureau says it eliminates duplicate responses during the numbers-crunching phase of the 2020 census.Still, Torchinsky said he wasn't sure if the use of the technique skewed to favor some areas more than others. "We don't know exactly what they did yet, because they're being less than transparent about it, but I'm not ready to conclude it helps or hurts one set of states because we just don't know what they did," he said.During their brief tenure at the Census Bureau, the statistical technique was on the minds of Nathaniel Cogley, whom the Trump administration named as the agency's deputy director for policy, and Korzeniewski, Cogley's senior advisor. Both appointments last summer were widely seen as political and were met with withering criticism from demographers, statisticians and lawmakers because they lacked experience and expertise with the Census Bureau. Both men resigned along with other Trump administration political appointees last January before President Joe Biden took office.The Washington Post noted in an article last July that Census Bureau employees had raised concerns about Cogley and Korzeniewski's questioning the need for imputation. The subject of imputation was on Cogley's mind during a call a few days later with top officials at the Census Bureau and the Commerce Department, which oversees the statistical agency. Cogley pushed to have the bureau put out a statement refuting the implication that he was trying to suppress participation in the census in hard-to-count communities by questioning the purpose of the statistical technique. A recording of the call was given to the Associated Press."The irony is if you don't like count imputation, you actually want more responses," Cogley said in the recording. "You want more evidence. You want more evidence so you don't get in imputation mode."