By Brigid Riley

TOKYO (Reuters) - Japanese stocks rebounded sharply on Tuesday, clawing back most of the double-digit losses suffered the previous day as comments from the U.S. Fed and data gave investors pause in their concerns over recession and equity valuations.

The Nikkei's rally, after the market's biggest single day rout since the 1987 Black Monday sell-off, came as the yen reversed its gains, indicating the carnage in yen-funded global carry trades too was easing.

In a turbulent day of trading, the Nikkei was up 8% at 33,975.53 as of 0516 GMT, after plunging 12.4% on Monday. The index was last up 2,623.1 points, having earlier jumped more than 3,000 points to surpass its largest intraday points gain on record.

The broader Topix was up 7.5% at 2,394.33.

Investors had been shaken by last week's plunge in global stock markets, U.S. recession risks, and worries investments funded by a cheap yen were being unwound, triggering a sell-off in Japanese equities on Monday.

Traders said they now appeared to be reconsidering the severity of their initial response, buying back shares on the dip.

"Fundamentally, nothing significant has changed for the Japanese economy. It is the unwinding of the carry trade driving a lot of the momentum sells," said Ray Sharma-Ong, head of multi-asset investment solutions for Southeast Asia at abrdn.

The Nikkei rally helped lift other Asian stock markets. Overnight, safe-haven U.S. yields too had risen from lows in a sign the panic was abating.

But uncertainties remained, with analysts pointing to the possibility of more volatile market moves in the near-term.

"We're not yet sure if this is just a breather between water-boardings or there is more pain to follow," said Matt Simpson, senior market analyst at City Index.

Japanese officials meanwhile scrambled to calm markets, with Prime Minister Fumio Kishida urging caution and calling on market participants to stay calm.

An emergency trilateral meeting of the Ministry of Finance, Financial Services Agency and the Bank of Japan is scheduled for 0600 GMT to discuss markets.

BOJ IN A HURRY?

Khoon Goh, head of Asia research at ANZ, noted that the Nikkei also rebounded to varying degrees after the three previous occasions when it experienced double digit declines, including in the wake of the global financial crisis in 2008 and Tohoku earthquake in 2011.

"But it took a while before the Nikkei clawed back all those losses," he said.

From July 11 to Monday's close of 31,458.42, the Nikkei has seen 113 trillion yen ($792 billion) wiped off its peak market value.

Monday's collapse was a "reminder that it is next-to-impossible to diversify equity risk by region (or by sector or style) during major corrections or bear markets," said Stephen Dover (NYSE:DOV), chief market strategist and head of Franklin Templeton Institute at Franklin Templeton.

"Opportunity will arise, but in our view, it is premature to step in at this point."

Last week, the BOJ raised interest rates to levels unseen in 15 years, a hawkish move that analysts also say spooked the market especially given fears of a possible U.S. recession.

"The market was afraid (the BOJ) may tighten too fast," said Kenji Abe, chief strategist at Daiwa Securities.

BlackRock (NYSE:BLK) Investment Institute said on Tuesday that they see a "greater risk of a BOJ policy misstep" and are reviewing their Japan overweight position.

On Tuesday, large price rebounds were led by big name technology shares such as chip-related stocks Tokyo Electron, up 15%, and Advantest, rising over 13%.

AI-focused startup investor SoftBank (TYO:9984) Group jumped 8.6%.

Circuit breakers were triggered multiple times before and during the session, causing the temporary suspension of trading in Topix and Nikkei futures.