"I am shocked and disappointed to have parted company with Tottenham over the weekend only six matches into the new season," the statement reads.
"This is the first time in my managerial career it has happened to me for football reasons.
"I have been a dedicated professional and also a lifelong Spurs fan, and no-one could have tried harder to turn things round for the club.
"I have built a great squad that when fully fit can go on to do very well this season. I feel sure this turning point will happen very soon.
"I particularly want to thank the Spurs fans who have shown me great support and loyalty from the beginning right to the end, I really wanted to return Spurs to the glory days for the fans.
"However, I wish the players and the club every success for the future. I would also like to give my thanks to the backroom staff for all their support and in particular, John Gorman, who worked tirelessly alongside me and also finds himself in the same position.
"I am now going to take stock and put in some quality time with my family who have also stood by me during this difficult period.
"When the time is right I look forward to continuing my managerial career at the highest level."