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Consolidated Statements of Cash Flow - USD ($) $ in Millions | 12 Months Ended
--- | ---
Dec. 31, 2019 | Dec. 31, 2018 | Dec. 31, 2017
Cash from operating activities: |  |  |
Net income | $ 1,164.0 | $ 1,216.9 | $ 660.7
Adjustments to reconcile net income to cash provided by operating activities: |  |  |
Depreciation and amortization | 312.1 | 299.7 | 226.8
Stock-based compensation expense | 63.0 | 55.6 | 49.7
Loss on early extinguishment of debt | 14.3 | 0.0 | 0.0
Deferred income tax provision (benefit) | 15.2 | (12.0) | 186.3
Net change in operating assets and liabilities, excluding effects of acquisitions: |  |  |
Accounts receivable, net | 117.3 | (237.9) | (146.5)
Inventories | (3.4) | (173.3) | (100.4)
Prepaid expenses and other current assets | (6.0) | (47.7) | (75.9)
Accounts payable | (60.2) | 48.8 | 140.5
Accrued income taxes | (91.7) | (9.7) | 11.2
Other accrued liabilities | (37.6) | 57.4 | 13.0
Accrued pension and postretirement benefits | 7.2 | (76.6) | 5.0
Other long-term assets and liabilities | 8.1 | (8.5) | 173.8
Net cash provided by operating activities | 1,502.3 | 1,112.7 | 1,144.2
Cash from investing activities: |  |  |
Capital expenditures | (295.0) | (310.6) | (226.6)
Proceeds from disposals of property, plant and equipment | 7.4 | 5.0 | 4.1
Purchases of short-term investments | (65.4) | (44.5) | (40.2)
Sales and maturities of short-term investments | 61.6 | 67.2 | 148.0
Acquisitions, net of cash acquired | (937.4) | (158.9) | (265.5)
Net cash used in investing activities | (1,228.8) | (441.8) | (380.2)
Cash from financing activities: |  |  |
Proceeds from issuance of senior notes | 1,398.8 | 571.7 | 749.3
Repayments of long-term debt | (1,111.5) | (15.2) | (375.0)
Borrowings (repayments) under commercial paper programs, net | (229.0) | (544.6) | 154.1
Payment of costs related to debt financing | (14.9) | (5.6) | (5.2)
Payment of premiums and fees related to early extinguishment of debt | (13.4) | 0.0 | 0.0
Purchase of treasury stock | (601.7) | (935.2) | (618.0)
Proceeds from exercise of stock options | 246.1 | 130.7 | 184.1
Distributions to and purchases of noncontrolling interests | (43.3) | (18.2) | (24.4)
Dividend payments | (279.5) | (253.7) | (205.0)
Net cash used in financing activities | (648.4) | (1,070.1) | (140.1)
Effect of exchange rate changes on cash and cash equivalents | (13.2) | (40.6) | 60.6
Net change in cash and cash equivalents | (388.1) | (439.8) | 684.5
Cash and cash equivalents balance, beginning of year | 1,279.3 | 1,719.1 | 1,034.6
Cash and cash equivalents balance, end of year | 891.2 | 1,279.3 | 1,719.1
Cash paid during the year for: |  |  |
Interest | 116.6 | 94.2 | 84.3
Income taxes, net | $ 408.3 | $ 393.2 | $ 325.2

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