# Highwoods Properties Stock Forecast - Polynomial Regression

HIW Stock | USD 33.61 0.49 1.48% |

The Polynomial Regression forecasted value of Highwoods Properties on the next trading day is expected to be

**33.09**with a mean absolute deviation of**0.38**and the sum of the absolute errors of**23.43**. Highwoods Stock Forecast is based on your current time horizon.Highwoods |

**M**in 2024. Net Income Applicable To Common Shares is likely to drop to about 133.6

**M**in 2024.

## Highwoods Properties Polynomial Regression Price Forecast For the 12th of October 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Highwoods Properties on the next trading day is expected to be**33.09**with a mean absolute deviation of

**0.38**, mean absolute percentage error of

**0.23**, and the sum of the absolute errors of

**23.43**.

Please note that although there have been many attempts to predict Highwoods Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Highwoods Properties' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

## Highwoods Properties Stock Forecast Pattern

Backtest Highwoods Properties | Highwoods Properties Price Prediction | Buy or Sell Advice |

## Highwoods Properties Forecasted Value

In the context of forecasting Highwoods Properties' Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Highwoods Properties' downside and upside margins for the forecasting period are

**31.69**and**34.48**, respectively. We have considered Highwoods Properties' daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.## Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Highwoods Properties stock data series using in forecasting. Note that when a statistical model is used to represent Highwoods Properties stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.AIC | Akaike Information Criteria | 116.6574 |

Bias | Arithmetic mean of the errors | None |

MAD | Mean absolute deviation | 0.3841 |

MAPE | Mean absolute percentage error | 0.0123 |

SAE | Sum of the absolute errors | 23.4297 |

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## Predictive Modules for Highwoods Properties

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Highwoods Properties. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Highwoods Properties' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.

## Other Forecasting Options for Highwoods Properties

For every potential investor in Highwoods, whether a beginner or expert, Highwoods Properties' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Highwoods Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Highwoods. Basic forecasting techniques help filter out the noise by identifying Highwoods Properties' price trends.## Highwoods Properties Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Highwoods Properties stock to make a market-neutral strategy. Peer analysis of Highwoods Properties could also be used in its relative valuation, which is a method of valuing Highwoods Properties by comparing valuation metrics with similar companies.

Risk & Return | Correlation |

## Highwoods Properties Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Highwoods Properties' price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Highwoods Properties' current price.Cycle Indicators | ||

Math Operators | ||

Math Transform | ||

Momentum Indicators | ||

Overlap Studies | ||

Pattern Recognition | ||

Price Transform | ||

Statistic Functions | ||

Volatility Indicators | ||

Volume Indicators |

## Highwoods Properties Market Strength Events

Market strength indicators help investors to evaluate how Highwoods Properties stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Highwoods Properties shares will generate the highest return on investment. By undertsting and applying Highwoods Properties stock market strength indicators, traders can identify Highwoods Properties entry and exit signals to maximize returns.

Accumulation Distribution | 8016.02 | |||

Daily Balance Of Power | 1.065217 | |||

Rate Of Daily Change | 1.01 | |||

Day Median Price | 33.45 | |||

Day Typical Price | 33.5 | |||

Price Action Indicator | 0.41 | |||

Period Momentum Indicator | 0.49 |

## Highwoods Properties Risk Indicators

The analysis of Highwoods Properties' basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Highwoods Properties' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting highwoods stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.

Mean Deviation | 1.15 | |||

Semi Deviation | 0.779 | |||

Standard Deviation | 1.45 | |||

Variance | 2.09 | |||

Downside Variance | 1.13 | |||

Semi Variance | 0.6069 | |||

Expected Short fall | (1.46) |

Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

## Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.## Additional Tools for Highwoods Stock Analysis

When running Highwoods Properties' price analysis, check to measure Highwoods Properties' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Highwoods Properties is operating at the current time. Most of Highwoods Properties' value examination focuses on studying past and present price action to predict the probability of Highwoods Properties' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Highwoods Properties' price. Additionally, you may evaluate how the addition of Highwoods Properties to your portfolios can decrease your overall portfolio volatility.